The ringing in Leo’s ears was a constant companion, a shrill counterpoint to the polite chatter of the staff meeting. He kept fiddling with the cap of his pen, clicking it open and closed with a rhythmic, almost frantic, energy. His leg bounced incessantly under the table, a nervous tick he usually managed to control.

He could feel the eyes of his colleagues, a collective gaze that seemed to bore into him, assessing, judging. The air felt thick, heavy, as though the oxygen had been replaced with something suffocating. He found it difficult to focus on the presentation, his mind spinning, replaying every interaction he’d had with the boss in the past few months.

When the announcement finally came, he wanted to hide under the table. His chest felt tight, constricted. The words of congratulations to Sarah seemed to echo around him, each syllable a blow. He fought the urge to bolt from the room, to escape the congratulations, the pitying glances, the crushing feeling of inadequacy.

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