The news came in a text message from his mother. The dreaded grade, a D, was the subject. Marcus stared at the message, the words blurring before his eyes. A wave of heat washed over him. He felt trapped, cornered.

He slammed his phone on the table. He didn't want to talk to anyone, see anyone. He couldn't face his friends, his family, the people who had believed in him. He spent the afternoon in his room, the curtains drawn, the silence punctuated by the raw ache in his chest.

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