The vibrant colors of the art gallery felt muted, the paintings blurred. He stood frozen in place, the expensive wine untouched in his hand. He’d seen the text, a single heart emoji, and the accompanying flurry of deleted messages. His chest felt heavy, as though a boulder had settled there. He didn’t want to be here. He felt out of place, as if the world was in on a joke he didn't understand. His feet felt rooted to the polished floor, unable to move, trapped in the orbit of his partner, who was laughing with someone else across the room.

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