The phone vibrated in his pocket, a call from Mr. Davies. He hesitated, then answered. The conversation was brief, polite, and pointed. Mr. Davies mentioned the increased sunlight, the improved view, but the tone was carefully neutral, leaving a profound sense of failure in his stomach.

He hung up the phone and stared at the dark screen. He suddenly felt a need to do something. He pulled out a box of old photos and sifted through them, looking for something to ease his discomfort, but nothing helped.

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