The email arrived mid-afternoon, nestled between a notification about a library fine and a spam message promising a miracle cure. Sarah, sprawled across her dorm bed, phone clutched to her chest, felt a jolt. Her skin prickled. This was it – the official announcement. Her small, liberal arts college, a haven of quirky professors and late-night philosophical debates, was shutting its doors.

A sudden heat suffused her chest. She pushed herself up, legs tangled in the sheets. Her breath hitched. The thought of losing this space, this place where she felt she was truly beginning to discover herself, sent a strange current through her.

She pulled on her jeans, ignoring the way they suddenly felt tight against her. She needed to do *something*. She needed to talk to someone. The campus felt different now, charged. The familiar brick walkways seemed to pulse with a frenetic energy she hadn’t noticed before.

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