He stared at the photograph, the grainy image a portal to a different time. It showed him and Michael, their faces lit by the glow of a bonfire on the beach. They were both younger, both carefree.

"Remember that night?" Michael asked, gesturing toward the picture with a fond smile. "We stayed up all night, talking about our futures."

A tightening in his chest made it hard to breathe. He remembered the night, too, but not the same way. He remembered feeling awkward, self-conscious. The conversation, for him, had been full of unspoken expectations, of a future he wasn’t sure he wanted. He felt the familiar weight of his own internal shame, a sensation he couldn't name.

He mumbled something, averting his gaze. The photograph suddenly seemed distant and alien.

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