He found himself pacing his apartment, the linoleum cold beneath his bare feet. The silence was deafening, broken only by the frantic beat of his own heart. He knew, deep down, that he'd blown it during the interview. He’d stumbled over his words, his confidence a fragile thing.

He pictured Maya, her sharp wit and perfect resume. They'd been inseparable since childhood, always encouraging each other. Now, the weight of his own perceived failings was crushing. He should have been more prepared, more practiced. He looked at the half-finished novel on his desk and felt the familiar ache of inadequacy.

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