The scent of freshly brewed coffee did nothing to soothe the turmoil inside Jake. He sat across from Maria at their usual breakfast spot. Their comfortable routine, the familiar ease of their conversation, had become a minefield. The previous night, he'd seen her, walking out of a restaurant with another man. A man Jake knew well, the man he'd also been seeing. He felt his hands begin to sweat.

He tried to engage in light conversation, but his words felt hollow. Each shared laugh, each touch, felt like a betrayal. His eyes scanned the room, looking for an escape route, any way to get out. The thought of seeing her again filled him with dread.

Maria was oblivious, chatting excitedly about her day. He closed his eyes for a moment, the taste of ashes in his mouth.

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