The gallery owner pointed it out: "Sunrise Over the Mountains," permanently emblazoned on a visitor's calf. The artist, Ben, felt the blood drain from his face. This was his most vulnerable creation, reflecting his deepest connection with nature.

The visitor was clearly proud, radiating happiness. Ben felt a tightening in his throat.

He excused himself, finding the bustling gallery suddenly stifling. The vibrancy of the art felt muted; it had lost its luster. He needed air. He felt the weight of something he could not name.

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