The air conditioning blasted, a frigid contrast to the sweat gathering on his palms. He meticulously reviewed the filing system with David, his successor. Each document, each folder, held a story, a history of his career. He pointed out the nuances of the system, the shortcuts he’d learned over the years, the way the company functioned.

He realized now how much of himself he had invested in this job.

He found himself lingering on each detail, offering more information than necessary, as if trying to postpone the inevitable. The thought of not being needed anymore settled like a stone in his stomach.

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