He found the notebook tucked away in the bedside drawer, beneath a stack of old love letters. Its cover read, "The Lighthouse Keeper and the Thief." The Thief, he realized with a sinking heart, was him. Every clandestine detail, every unspoken yearning, laid bare for the world to see, in his partner’s handwriting.

A cold sweat slicked his palms as he carefully replaced the notebook, his hands trembling. He couldn't speak to her; the thought of meeting her gaze felt impossible. He went to the balcony, the city lights blurring through his tear-filled eyes.

The next morning, he left early for work, skipping breakfast. The usual commute felt infinitely longer, his stomach churning with something that tasted like regret. He worked in silence, his fingers fumbling with his keyboard, the weight of his actions heavy in his heart.

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