Rain lashed against the windows as Sarah stared at the open laptop screen. "The Shadow of Her Smile," the title proclaimed, and beneath it, a character named Eleanor, whose mannerisms were disturbingly familiar. Every casual joke, every secret shared whisper, was now immortalized, twisted into a fictional narrative.

She didn't move for hours, lost in a sea of confused shame. Later, she canceled her plans with friends, claiming a headache. The silence of the apartment felt suffocating, and she paced the living room, her steps erratic.

When her partner returned home, she retreated to the bedroom, feigning sleep. She could feel his eyes on her, and the thought of his disappointment felt unbearable.

Emotion: guilty

Cluster: Shame / Guilt
PC1 (Valence): -1.62 Negative
PC2 (Disposition): 1.23

Role in Research

This story is one of 1,000 stories generated for the emotion guilty. 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 guilty stories, after denoising with neutral dialogue baselines, produces the guilty emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the guilty vector is projected through the unembedding matrix.

Promoted:
S0.492
L0.398
0.354
been0.323
ashamed0.319
Suppressed:
de-0.400
(!)-0.279
la-0.276
😍-0.274
"!-0.264