The request popped up during a meeting. The presenter's droning voice faded as David's focus narrowed on the tiny notification: "Emily Carter sent you a friend request." His heart hammered against his ribs. He felt a sudden, profound disconnect from the room, from the spreadsheet in front of him, from everything.

His palms were slick. He surreptitiously slid his phone under the table. His fingers fumbled as he attempted to turn the screen off. He was trying to act as though he hadn't seen the request, but he was failing. He cleared his throat, but his voice was gone.

The meeting adjourned, and David slipped out unnoticed. He took a long walk in the brisk air, each step heavy, as though he was pulling a very large, invisible weight. He couldn't shake the feeling of something crawling beneath his skin.

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