Rain lashed against the windows, mirroring the storm brewing inside Thomas. He'd been avoiding Mr. Henderson for weeks, ever since the man mentioned his interest in a small plot of land near the fence line. Thomas’s own garden, neglected and overgrown, testified to his procrastination.

The offer felt like a burden. He should have said yes weeks ago, before he even had time to think about all the ways he would fail. Now, Mr. Henderson, drenched and apologetic, was asking again.

Thomas, his cheeks flushed, gestured vaguely towards the muddy yard. He mumbled something about "thinking it over" while avoiding Mr. Henderson's gaze. The request felt like a weight, pressing down on his chest with every passing moment.

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