The silence in the cramped coffee shop was deafening after the phone call. Clara felt the blood rush to her face. Her breathing quickened; her palms grew slick against the chipped ceramic of her mug. The barista's gaze lingered a moment, then shifted away. Shame, she thought, and something else, something she couldn't name. A tremor ran through her, starting at her toes. She wanted to yell, to scream, to shatter the delicate porcelain cup in her hands. Instead, she rose and walked straight out the door. The crisp morning air met her like a challenge.

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