The aroma of freshly brewed coffee filled the air. She’d just settled onto the porch swing with a book, relishing the quiet of the morning. Then, the grinding. The metallic screech that cut through the peace.

Her blood turned to ice. She stood up, her book falling to the ground. Her breath hitched. The driver was already attaching the hook. Her car.

She felt a rush of heat, a strange electric charge that ran through her veins. Her muscles tensed, and she found her hands clenching. She felt the urge to fight, to scream, to lash out.

She strode to the street, and it seemed to take an eternity. Her hands clapped at her sides, and her knuckles turned white. Her voice was sharp, a weapon. "Stop!"

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