A wave of heat rose from Amelia's neck, scorching its way up her cheeks. The conference room air conditioning suddenly felt inadequate. Ben, her new colleague, had just revealed his summer camp connection. It was Camp Clearwater.

Her stomach twisted, remembering the ill-advised cabin prank and the subsequent week of enforced isolation. She forced a smile, the muscles in her face strained and tight.

"Clearwater, huh?" she croaked. "Small world." The words felt stuck, a dry paste in her mouth. She immediately needed to end this conversation.

Ben chuckled. "Yeah, I was the head lifeguard. Good times!" She quickly retreated to the farthest corner of the room, ostensibly to grab some water, hoping to be left alone.

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