The concert hall buzzed with anticipation. Liam adjusted his tie, feeling his stomach churn. He’d tracked down Ben, his childhood confidant, hoping to rekindle their bond. He’d always felt a special kinship with him. Now, faced with Ben’s polite, distant gaze, the joy evaporated.

"Sorry, the name doesn't really connect," Ben said, as he gestured to a seat a few rows away. Liam felt his face grow hot. He'd even brought a photograph, a faded image of them building a fort in the woods. He stuffed it back into his pocket, his fingers fumbling. He mumbled a quick goodbye, his words swallowed by the rising crescendo of the orchestra tuning up. He wanted to disappear, melt into the plush velvet of the seat.

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