The notification popped up on her phone as she was leaving a late night study session. A wave of heat washed over her, making her flush and leaving her breathless. The subject line, "Scholarship Reassessment," was a cold slap in the face. She sat down abruptly on a cold, concrete step. The world seemed to fade away. She felt her chest tighten, and her vision blurred. She focused on the cold, solid material beneath her, the sensation a grounding anchor in the storm of her emotions. Her thoughts were a jumbled mess, and she found her hand tracing the smooth line of her thigh, her fingers moving without conscious thought.

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