The setting sun cast long shadows across the empty classroom, mirroring the lengthening shadows of doubt in Ben's mind. He had convinced himself that this opportunity was a sure thing. The reality of rejection felt like a physical blow. He slowly packed his bag, meticulously wiping down his desk. The weight of his unfulfilled potential bore down on him. He found himself avoiding his professor's eye as he walked out, the silence of the school building amplifying the unspoken.

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