From the moment the scandal broke about Cormac Bell, the acclaimed poet who'd pilfered verses, Daniel had ceased sleeping. He felt a constant pressure behind his eyes, a throbbing reminder of his internal conflict. He had admired Bell's elegant language, the way he wove beauty from the mundane. Daniel's own poetry, inspired by Bell, now seemed like a grotesque imitation, a hollow echo.

He avoided his writing desk, the blank page a taunt. He stopped answering phone calls from his friends and family. He felt the need to hide, to disappear. The feeling was a heavy, suffocating blanket that wrapped around him constantly.

He spent his days wandering aimlessly, unable to focus. He found himself staring at his reflection in shop windows, searching for some sign of his own complicity, some indication of the terrible weight he now carried.

Emotion: guilty

Cluster: Shame / Guilt
PC1 (Valence): -1.62 Negative
PC2 (Disposition): 1.23

Role in Research

This story is one of 1,000 stories generated for the emotion guilty. 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 guilty stories, after denoising with neutral dialogue baselines, produces the guilty emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the guilty vector is projected through the unembedding matrix.

Promoted:
S0.492
L0.398
0.354
been0.323
ashamed0.319
Suppressed:
de-0.400
(!)-0.279
la-0.276
😍-0.274
"!-0.264