The vibrant colors of the artwork on the walls of Ethan's apartment seemed to fade, becoming muted and dull. He stood frozen in the middle of his living room, the eviction notice clutched in his trembling hands. His usually confident stance was replaced with a slouched posture. His shoulders were slumped.

He re-read the words, the legal jargon suddenly a brutal and immediate reality. He felt a throbbing sensation in his temples. He needed to get away, to escape. He turned towards the door, then stopped. Where would he go?

He began to walk through his apartment, touching the objects he owned. His favorite book. His grandfather’s watch. He felt a sudden, overwhelming sense of loss, as though everything he cherished was already gone.

Emotion: unnerved

Cluster: Fear / Anxiety
PC1 (Valence): -2.36 Negative
PC2 (Disposition): -0.55

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
😰0.302
😣0.282
будто0.265
😖0.265
ness0.257
Suppressed:
de-0.585
la-0.495
a-0.403
happy-0.289
ecstatic-0.284