The rain lashed against the windows, mirroring the storm brewing inside him. He sat across from her, the silence between them heavier than the downpour outside. She had just finished a phone call, speaking in that new, hidden language.

He reached for her hand, wanting to bridge the widening gap. She flinched, pulling her hand away.

He felt a knot form in his throat, making it difficult to speak. The room seemed to tilt, the familiar furniture morphing into something alien. He wanted to scream, to lash out, but all he could do was sit there, trapped in a silence that was more deafening than any sound.

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