The afternoon sun cast long shadows across the floor, highlighting the dust motes dancing in the air. She examined the eviction notice again, as if the words might somehow change. They wouldn’t. The fault was hers. She knew it.

She’d convinced herself it was okay to spend that money, that she deserved a little treat. Now, she would pay the price. The realization, the implications of her actions, hit her like a physical blow. Her shoulders slumped. Her limbs felt heavy, filled with an unseen force.

She sank into the armchair, her gaze fixed on the blank television screen, unable to conjure the energy to get up.

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