The email arrived like a punch to the gut. *Important Announcement Regarding University Status.* Sarah stared at the subject line, her breath hitching. She clicked, and the words swam before her eyes: *...financial constraints... unsustainable operations... closure at the end of the academic year.*

Her coffee, forgotten, grew cold in her mug. She rose from her desk, pacing her tiny dorm room. The posters she’d painstakingly hung – concert ticket stubs, inspirational quotes – seemed to mock her. She felt a tremor in her hands, a prickling heat crawling up her neck.

She called her mother, the phone pressed hard against her ear. “Mom, they’re… they’re shutting down,” she choked out, her voice barely a whisper. The familiar voice on the other end felt a million miles away.

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