He walked the dog in the park, the crisp air doing little to clear the fog in his brain. The dog, oblivious to his master's distress, tugged happily at the leash. He kept replaying the scene in his mind: the hushed tones, the secretive glances, the way she'd quickly ended the call when he walked in the room. He felt a profound sense of failure, a feeling that clawed at his insides. The vibrant colours of the fall leaves seemed suddenly dull, lacking their usual lustre. He had failed to see, to listen, to understand.

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