“Congratulations on the… innovation,” his supposed friend had said, his voice dripping with forced enthusiasm. The words, so brightly, unnaturally delivered, felt like a deliberate blow. He could barely meet the man’s eye.

The room, packed with people celebrating, seemed to shrink around him. The laughter, the clinking glasses, the general hubbub of the party -- everything grated on him. He felt like an outsider, a ghost in the midst of a jubilant throng.

He excused himself, muttering something about fresh air, and retreated to the balcony. He needed to escape the suffocating pretense. He took a deep breath, the cold night air doing little to soothe his rising agitation.

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