The news landed like a lead weight. Her daughter, Emily, had become an atheist. In the past, the two had shared a close relationship; now, the conversation felt so difficult. Susan felt her breath catching in her chest. The quiet, almost reverent tone in Emily's voice was a stark contrast to the lively laughter of their shared past.

Susan went to her bedroom and closed the door. She sat on the edge of her bed, her hands trembling. She looked at a picture of Emily, taken when she was still a little girl, and a wave of grief washed over her. The room, usually a sanctuary, felt alien and cold.

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