The late afternoon sun cast long shadows across the freshly mown lawn. He’d just finished hosing down the Jeep, admiring the way the water beaded and ran off the waxed paint. A low rumble vibrated through him as he reached for the drying towel. A metallic clang shattered the quiet. He straightened, a sudden tightening in his chest. A flatbed truck. In *his* driveway.

“What the hell?” he muttered, the words thick in his throat. His hands clenched, the towel twisting into a tight knot. The tow truck driver, a mountain of a man with a perpetually bored expression, was already hooking up the front end. “Hey! What are you doing?”

The driver barely glanced at him. “Towin’ this vehicle. Blockin’ the sidewalk.” His voice was a monotone. He could feel heat rushing up from his chest to his face. The insolence of it. The audacity. He took a long, slow breath, trying to tamp down the rising tide.

His pulse hammered a furious rhythm against his ribs. He felt a sudden, inexplicable urge to *do* something, anything to stop this. He strode towards the truck, his pace quickening, his jaw locked tight. He pointed a finger at the driver, ready to unleash a torrent of fury.

Emotion: aroused

Cluster: Alertness
PC1 (Valence): -0.45 Negative
PC2 (Disposition): -1.13

Role in Research

This story is one of 1,000 stories generated for the emotion aroused. During extraction, it was fed through Gemma4-31B and its hidden state activations were captured at 11 layers.

The mean activation across all 1,000 aroused stories, after denoising with neutral dialogue baselines, produces the aroused emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the aroused vector is projected through the unembedding matrix.

Promoted:
C0.386
S0.383
P0.379
own0.376
0.344
Suppressed:
a-0.877
l-0.501
de-0.474
que-0.438
been-0.384