The sleek, minimalist fountain pen was exquisite. The note, clipped to it, read: "You showed me the power of words. Thank you, Mr. Harrison. Liam." He swallowed hard. Liam, a student with a troubled home life and a penchant for mischief, had been one he had written off as irredeemable. He felt it in his stomach, a deep, twisting discomfort.

He clutched the pen, its smooth weight a stark contrast to the rough edges of his memory. He should have made more of an effort. He had let himself be consumed by the school’s administration requirements.

The sunlight, once so welcoming, now seemed to mock him. The quiet in the room was almost unbearable. He felt like his whole life had been a mistake.

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