The rain lashed against the windows, mirroring the storm raging inside him. He sat in his car, the engine idling, parked outside her office. He hadn't been able to bring himself to go inside. The knot in his stomach tightened with each passing minute. He’d dismissed her earlier comments about feeling unloved, of not feeling heard. Now, the weight of his own blindness was crushing. He rested his forehead against the steering wheel, the cool metal a small comfort against his burning skin.

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