He had been so smooth. Liam ran a hand through his hair, a gesture that felt foreign, alien. The humid air of the bar pressed against him, and he wished he could disappear. He had been bragging to Ethan about his recent dates. Dates. Plural. Ethan, who knew the woman he was referring to was currently on a date with him, had just looked at him with a knowing smile.

"So, the restaurant at the pier, huh?" Ethan had said, his voice level, but his eyes told the truth.

Liam had choked down his drink, the taste suddenly metallic. His shoulders slumped. He felt a deep sense of embarrassment crawl up his neck. He wanted to flee, to be swallowed by the night. He wanted to apologize. He couldn't meet Ethan's eyes.

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