The world seemed to shrink around Sarah. The lecture hall, normally a place of inspiration, now felt cavernous and intimidating. Her hands were clammy, clinging to the worn fabric of her jeans. She kept replaying the scene: the financial aid officer’s apologetic face, the carefully worded email.

She excused herself from the lecture, her legs feeling like lead. Walking through the crowded hallways, she bumped into people, muttering apologies she didn’t mean. The happy faces, the excited conversations – they grated on her nerves. Each step felt heavy.

She found herself in the women's restroom, staring at her reflection. Her eyes were wide, pupils dilated. She splashed cold water on her face, trying to clear her head, but the feeling of being utterly adrift wouldn’t leave.

Emotion: rattled

Cluster: Fear / Anxiety
PC1 (Valence): -2.29 Negative
PC2 (Disposition): -0.42

Role in Research

This story is one of 1,000 stories generated for the emotion rattled. 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 rattled stories, after denoising with neutral dialogue baselines, produces the rattled emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the rattled vector is projected through the unembedding matrix.

Promoted:
S0.264
😣0.261
worse0.256
😞0.248
😖0.247
Suppressed:
de-0.571
la-0.414
a-0.377
happy-0.259
enthusi-0.234