He stared at the notice, the bold print a direct insult. David felt his hands clench into fists, nails digging into his palms. The air in the room seemed thin, hard to breathe. He felt a frantic need to move, to do something, anything.

He rose from the couch, his legs unsteady. He began to walk aimlessly around the apartment, touching things, as if to reassure himself of their existence. The worn books on the shelf, the chipped mug on the table, the faded photograph of his family – all suddenly precious.

His jaw tightened. He wouldn't go down without a fight. He just needed a moment. A breath. Then, he would act.

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