He had always dreamt of being a published author. Now, his unpublished manuscript was selling in bookstores, its cover a cheap imitation of his intended design. The book's contents had been altered, its story now a bastardization of his original plot. The world tilted.

His heart hammered against his ribs. He felt a cold dread that spread through his limbs, making them heavy. He wanted to disappear, to dissolve into the background. He felt a burning sensation behind his eyes.

He didn't dare pick up a copy, couldn't bring himself to read it. He turned and fled the bookstore, desperate to escape the scene that mocked his ambition and his trust. The reality of this theft was a knife twisting in his gut.

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