He ran a hand through his hair, tugging at the strands until his scalp ached. He knew the client. He’d seen him at the coffee shop, a regular. Liam had drawn the intricate dragon on a whim, a sketch for a portfolio piece. He never thought it would get this far.

The client, a burly man named Frank, had sent him a picture. The dragon, now inked in deep blues and greens, coiled around Frank’s entire back. Liam found himself pacing his small apartment, the air thick with the unspoken.

He grabbed his sketchbook, flipping through pages, the ghosts of other drawings staring back at him. Each line, each curve, now felt tainted, somehow less… pure. He needed to create, to keep moving forward, but the dragon – his dragon – on Frank’s back was a weight he didn’t know how to shed.

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