The cheap beer tasted metallic, reflecting the bitter taste in David’s mouth. Across the table, Liam was laughing, regaling the bar with a story about a recent “big win” at his company. David knew the truth, and hearing him spin the yarn tightened his jaw. He had found out the "company" was nothing more than a front for an MLM scheme.

He’d always respected Liam, admired his confidence. Now, the mask had slipped, revealing a desperate attempt to appear something he wasn't. David found himself wanting to disappear, to vanish into the shadows and avoid the inevitable confrontation.

He lifted the beer to his lips, but the metallic taste was too much. He set it back down, untouched.

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