“Well, that’s just fantastic, isn’t it?” Mark snapped, his voice tight. He’d always pitied the young couple next door, Sarah and Daniel. He'd tutted about their “frugality,” their hand-me-down furniture, their old car. He'd imagined them scrimping and saving, just trying to survive.

Now, he watched as they drove off in a shiny new convertible, the top down, laughing. The implication hit him like a physical blow. They weren’t struggling; they were choosing a different lifestyle. The cheap beer he was holding felt suddenly disgusting, and the television seemed loud and pointless.

He felt a throbbing ache behind his eyes, a tightness in his throat. He’d made them a symbol of his own supposed superiority, and now he felt utterly foolish.

Emotion: remorseful

Cluster: Shame / Guilt
PC1 (Valence): -1.57 Negative
PC2 (Disposition): 1.09

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
S0.656
L0.580
0.463
remorse0.416
been0.398
Suppressed:
de-0.444
(!)-0.309
имеется-0.289
oldukça-0.287
😍-0.285