The overhead fluorescent light cast a cold, harsh glow on the room. Michael felt a tremor. His roommate, Kevin, was sitting at his desk, pretending to study, but Michael knew better. The journal, carelessly left open on the table, confirmed his suspicions.

He sat on his bed and stared at the pages of his math book. The equations seemed blurred, the numbers swimming before his eyes. All the intimate things he had written about his anxieties seemed ridiculous now.

The once familiar room had become a prison. He considered how he could make the best of it, but nothing came to mind.

Emotion: regretful

Cluster: Shame / Guilt
PC1 (Valence): -1.62 Negative
PC2 (Disposition): 0.76

Role in Research

This story is one of 1,000 stories generated for the emotion regretful. 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 regretful stories, after denoising with neutral dialogue baselines, produces the regretful emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the regretful vector is projected through the unembedding matrix.

Promoted:
L0.801
S0.774
H0.513
0.479
been0.473
Suppressed:
de-0.407
--0.320
随后-0.317
(!)-0.310
oldukça-0.301