The sunlight streaming through the window seemed to illuminate his impending departure. He walked Sarah, his replacement, through the process of handling customer complaints. He had mastered this skill, refined it over years of difficult customers and late-night calls. He thought, I should be proud of having a valuable skillset.

He spoke in a low voice, almost a whisper, as if guarding a secret.

The office seemed different now, unfamiliar. He regretted the wasted time, the opportunities he’d passed up, the relationships he’d neglected. The impending freedom felt more like a sentence.

Emotion: regretful

Cluster: Shame / Guilt
PC1 (Valence): -1.62 Negative
PC2 (Disposition): 0.76

Role in Research

This story is one of 1,000 stories generated for the emotion regretful. 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 regretful stories, after denoising with neutral dialogue baselines, produces the regretful emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the regretful vector is projected through the unembedding matrix.

Promoted:
L0.801
S0.774
H0.513
0.479
been0.473
Suppressed:
de-0.407
--0.320
随后-0.317
(!)-0.310
oldukça-0.301