The orchids were exotic, their elegant petals a stark contrast to the office environment. Liam, known for his usually upbeat demeanor, was suddenly quiet. He avoided eye contact with his colleagues, his shoulders hunched. The lack of a card was a relief and a torment.

He kept replaying the conversation in his head, each word, each inflection, adding to his internal turmoil. He kept glancing at the orchids, at their pristine perfection, at the symbol of his current status. He couldn't focus on his work.

He found himself pacing his office, the floral arrangement a beacon of his hidden thoughts. He felt the weight of his actions, a burden he knew he couldn't escape.

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