The afternoon light bled through the kitchen window, illuminating dust motes dancing in the air. She'd been about to make tea. Then, the grinding. Her heart gave a sudden, erratic thump. She peered through the blinds, her breath catching. A red truck. A winch. Her car.

Her hands flew to her mouth. She couldn't breathe. What on earth...? The blood seemed to drain from her face, leaving a prickling cold. She pushed the door open, practically stumbling onto the porch.

"Wait!" The word escaped her lips, small and lost in the sudden quiet. She took a step, another, the air thick and heavy around her. Her chest felt constricted, and a wave of heat washed over her.

She had to stop them. But the words wouldn't come. She swallowed, trying to force them out, but a strange pressure built behind her eyes.

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