The fluorescent lights of the gymnasium buzzed, a sound that grated on Coach Miller's nerves. He hadn’t slept well last night. Every time he closed his eyes, he saw Maya's face, the crestfallen expression he knew would be etched there after the meeting. He massaged his temples, a dull ache throbbing behind his eyes. He should have given her more chances. Maybe a different position would have worked. He'd seen her raw talent, the potential, but the team's needs… the team's needs always came first. The clipboard felt heavy in his hands, each name on the roster a burden.

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