The apartment felt too big, the silence echoing her every move. The eviction notice, propped against a salt shaker, mocked her with its crisp finality. She felt a deep ache in her chest. She had failed again.

She thought of the years she had spent in this space, the memories etched into the walls. Now, they were all at risk of being lost. A wave of regret washed over her, making her legs feel weak. She wished she could turn back time.

She stood in the middle of the room, overwhelmed by the crushing knowledge of her wrongdoing.

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