He’d been trying to text Sarah, his new girlfriend, a silly meme about cats. Instead, it went to his mother. He stared at the blue checkmarks, their innocent confirmation of delivery, and felt a cold dread creep up his spine.

The blood drained from his face as he imagined her inevitable phone call. He pictured her gentle voice, laced with concern, asking if he was feeling alright, then, after a pregnant pause, a pointed, “And who is this… Sarah?”

He immediately powered off his phone. Maybe if he ignored it long enough, the whole thing would just… disappear. He sat down heavily on the couch, unable to bring himself to eat the dinner he’d just prepared.

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