He slammed the door, the sound echoing in the empty house. His father’s words still rang in his ears, “Almost, son, almost.” James slumped against the wall, the sting of failure a bitter aftertaste. He ran a hand through his hair, dislodging the sweat and leaving his head aching.

He hadn’t realized how much he’d put into this. Every early morning run, every grueling drill, had been for this moment. Now, the glossy invitation to the team banquet mocked him from the kitchen counter. It felt so far away now. His stomach churned. Maybe he was not good enough.

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