The silence in the car was thick enough to choke on. The air conditioning hummed, a monotonous drone that did nothing to soothe the tension. Lisa stared straight ahead, the scenery a blur. John’s confession, that he was not a lawyer, but an administrative assistant, still echoed in her ears. She hadn't suspected anything.

She recalled the countless evenings she'd spent listening to him “talk shop”, offering advice she now realized was utterly meaningless. Now, she felt a burning embarrassment. She had bragged about him, to her family, to her friends. He had become a source of pride, only to crumble to dust.

She clenched her jaw, the muscles in her face aching.

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