The new team, the new responsibilities, even the larger office space – it was all supposed to be a good thing. Yet, David couldn't shake off the oppressive feeling of emptiness that followed him around since moving from the warehouse floor to management. He hated the sterile quiet of the office, the predictable routines.

He kept catching himself listening for the rumble of forklifts, the shouts of the team, the smell of grease and machinery. He missed the tangible sense of accomplishment that came from a day's hard work, the easy camaraderie of his former colleagues. The office felt like a cage. He was always restless, wanting to be doing *something*.

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