He slammed the laptop shut, the sudden action echoing in the quiet apartment. The image of the house, bathed in that sterile real estate agent light, burned behind his eyelids. Thomas felt a prickling sensation on his neck, as if someone were watching him.

He pushed back from his desk, the chair scraping loudly against the wooden floor. He needed air. He needed to be anywhere but here. The listing. The house. It brought back everything.

He walked to the window, staring out at the rain-slicked street. The city, indifferent to his turmoil, thrummed with a life he no longer felt connected to. He could almost hear his father's voice, a low rumble of disappointment, something he hadn't heard in years, whispering in his ear.

He picked at the loose thread on his jeans, the familiar action a desperate attempt to ground himself. He’d promised them. He swore he would.

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
탓0.354
been0.323
ashamed0.319
Suppressed:
de-0.400
(!)-0.279
la-0.276
😍-0.274
"!-0.264