The congratulatory cheers still played in her mind, a discordant echo. She forced a smile as she clinked glasses, but the joy felt artificial, brittle. She’d been so sure, so certain. Now, standing here, she felt like a hollow shell. She focused on the crumbs of her appetizer, her appetite gone.

She started avoiding the lunchroom, finding excuses to eat at her desk. Every email from her boss was a blow. Her performance review, originally due that week, was delayed.

She worked, but the drive she once had disappeared. Every task felt heavy, every deadline a burden. She’d lost her momentum, her focus.

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