The air in the office felt stale, oppressive. Ben hadn't been able to concentrate since the revelation about Mark, his colleague and supposed “software engineer”. He realized Mark was actually a help desk operator. The truth hung between them like a toxic gas.

He remembered all the late nights they'd spent together, “debugging code.” Now, the camaraderie felt hollow, the laughter forced. He was angry with himself for allowing himself to be fooled. He realized he’d spent so much time trying to impress Mark that he'd failed to see the obvious deception.

He slammed his laptop shut, the sound echoing in the silent office.

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