The art gallery was filled with vibrant colors, but all Leo saw was gray. He sat on the bench, his shoulders slumped. He felt a throbbing ache in his temples, a tightness in his chest. Across from him, the woman, named Chloe, was pointing to a painting, but he could not concentrate. He looked at the floor instead, wondering what he could ever say. He’d had two "dates" today.

He’d messed up. Badly. He could feel the weight of his actions, a heavy, suffocating presence. He knew he'd betrayed both of them, and he knew he could never make it right.

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
逃0.297
😞0.295
Suppressed:
de-0.539
que-0.300
😍-0.288
(!)-0.269
🀩-0.242