He heard it through a classmate: Professor Lee was accepting a position overseas. John’s heart sank. He hadn’t received any formal notification, but it felt definitive.

He skipped his afternoon classes and found himself walking, aimlessly, through the city. The noise and bustle of the streets, usually a source of energy, felt abrasive. He picked up his pace.

He finally sat down on a bench by the river, watching the water flow, feeling a disconnect from the surrounding world, and wishing he could also just disappear.

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