A cold sweat plastered itself to Mark’s back as he stared at the invitation. He’d carefully curated his online persona, a sparkling façade of success and contentment. Now, this… this demanded a reckoning. He slammed the laptop shut, the abrupt action echoing unnaturally loud in the silent apartment. His breath hitched in his chest, a shallow, ragged rhythm. He went to the kitchen and poured himself a triple shot of whiskey, his hand shaking so violently the liquid splashed over the rim of the glass. He needed a distraction, something to quiet the turmoil churning in his gut.

Emotion: disturbed

Cluster: Fear / Anxiety
PC1 (Valence): -2.97 Negative
PC2 (Disposition): -0.60

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
S0.318
ness0.309
无法0.300
😞0.297
worse0.284
Suppressed:
de-0.829
la-0.666
a-0.392
B-0.301
"-0.290