He paced his living room, the polished floorboards reflecting his agitated movements. The small, intricately carved wooden bird, a swallow, sat on the coffee table. It was from Emily Carter, a student he’d publicly chided for her lack of ambition. The accompanying note was short, yet devastating: “I hope you’re proud.” Each step he took felt like a physical burden.

Outside, the wind howled, mirroring the tempest inside him. He remembered the harshness in his voice, the dismissive wave of his hand. He’d prioritized efficiency over empathy, success over kindness. He ran a hand through his thinning hair, a gesture of profound unease. He had created a wound he could not heal.

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