He stared out at the fence, the rising sun casting long, ominous shadows. The rhythmic hammering of the construction crew, that once filled him with a sense of accomplishment, now grated on his nerves.

It had seemed so practical at the time. A way to define the property, to keep the dog in, and most of all, to avoid facing his neighbor. They were always too loud, always causing issues, he had reasoned.

Now, his yard, once vibrant with community, felt like a deserted island. He felt an ache in his chest every time he noticed the sad tilt of his neighbor's head as she watched him from her window.

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