The air in the gym felt thick and oppressive. He slammed the weight down, the sound echoing in the otherwise empty space. He’d just learned about the starting salary of the intern, a recent college graduate, and the figure had stung. A wave of heat washed over him, a physical manifestation of his discontent.

He pushed himself harder, fueled by a simmering anger. He’d always believed in the value of hard work, of playing by the rules. And yet… he felt like a fool. He picked up a heavier weight.

He finished his workout and headed home. The evening felt long and empty. He sat on his couch, staring at the television, but the images blurred before his eyes.

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