He paced the length of his cramped living room, a restless lion in a gilded cage. Each footfall was a heavy thud, the rhythmic beat echoing the frantic pulse in his temples. He ran a hand through his hair, leaving it standing on end, mirroring the chaos within. The silence of the apartment, usually a comfort, now pressed down on him, amplifying the unwelcome whispers in his mind. He needed to *do* something, anything, to break the tension that had knotted his stomach.

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