The vibrant colors of the art gallery felt muted, the air thick with tension. The painting in the center of the exhibit was hers, the landscape she had poured her heart and soul into. Now, it hung under another artist's name, the artwork itself subtly altered, the small changes hitting her like a blow.

She tried to examine the piece objectively, to find some redeeming qualities, but all she saw was betrayal. She moved from the gallery, suddenly desperate for fresh air, the walls closing in. She felt a burning sensation in her throat. The crowd around the artwork felt suffocating.

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