The insistent buzzing of the power saw sliced through the afternoon. He’d seen the look on Mr. Johnson’s face, a mixture of annoyance and exhaustion, when he'd opened the door. He’d ignored it.

He'd been in a hurry to finish the project. He should have waited for a more suitable time, but the allure of the new workshop was too great. The hammering, sawing and drilling. It all seemed to drown out the voice in his head.

He sat on the steps, the saw still humming. He felt a deep, pervasive ache. The workshop, once a source of excitement, now felt like a prison of his making. He closed his eyes.

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