The flickering candlelight cast dancing shadows across the small kitchen table. I avoided eye contact with the man across from me. John, he'd introduced himself. We were connected by a thread of bad luck, a twist of fate. I knew what he was thinking, what he must have been feeling before we met. I felt the familiar tightening in my chest, a vise grip. It started slow, almost imperceptible. Like a tickle. But it grew like a weed.

"They're saying there's a new treatment, you know?" he ventured, his voice low.

I nodded, unable to speak. The silence pressed down on me, heavy and suffocating.

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