The afternoon sun, typically welcome in the small garden, felt aggressive against his skin. Michael stood, motionless, in his backyard. The birds chirped, the wind rustled the leaves, and the world seemed oblivious. His stomach, however, was in knots.

He remembered writing those words. The vulnerability, the raw emotion, now exposed for all to see. He felt a deep shame, a suffocating weight on his chest.

He took a shaky breath, then another, trying to regain some semblance of composure. He felt trapped, not just by the online publication, but by the person he had been.

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