Rain lashed against the windows of the community center, mirroring the storm brewing inside Mark. He'd waited for hours, rehearsing the perfect anecdote, the one guaranteed to trigger a memory. Now, Liam stood before him, the man's eyes bright with curiosity but utterly devoid of recognition. "It's been a long time," Liam had said, extending a hand. Mark had shaken it, his fingers feeling cold and clammy.

"Remember the treehouse?" he blurted out, the words escaping before he could stop them. Liam's brow crinkled, a faint line appearing between his eyes. He shook his head. "Sorry, mate. Doesn't ring a bell." A wave of heat washed over Mark, making his ears burn. He shifted uncomfortably, feeling exposed under Liam's scrutiny. He cleared his throat, suddenly desperate to end the encounter. He found himself looking at the floor.

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