He picked at the loose threads on the couch cushion, his fingers clumsy and restless. Sunlight streamed through the window, illuminating dust motes dancing in the air, but he didn’t feel the warmth. The memory of the way she’d flinched when he walked in on her, her hurried explanation, was a constant, unwelcome companion. The air hung thick with unspoken accusations and unanswered questions. He knew he should say something, do something, but the words and the courage eluded him. He felt like a failure.

Emotion: ashamed

Cluster: Shame / Guilt
PC1 (Valence): -1.97 Negative
PC2 (Disposition): 1.06

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
S0.376
ashamed0.344
ness0.327
0.297
😞0.295
Suppressed:
de-0.539
que-0.300
😍-0.288
(!)-0.269
🤩-0.242