The campus buzzed with gossip, the whispers following Michael like a shadow. He could feel the judgment in every glance, in the way people quickly averted their eyes when he approached. He felt the cold sting of rejection.

He skipped his usual study group, finding solace only in the quiet solitude of his dorm room. He switched off his phone, the constant stream of notifications a reminder of his predicament. The walls seemed to close in around him.

He replayed the events in his mind, searching for a way out, a loophole, anything that could mitigate the situation. He felt a deep, profound sense of remorse.

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