Eliza clutched her coffee, the ceramic cold against her trembling hand. The billboard loomed, a monstrous canvas displaying her portrait. The vibrant colors of the original, a study in joy, now looked gaudy, grotesque. The photographer had promised discreet usage. She’d trusted him. A burning shame flushed her cheeks. She should have read the fine print, should have been skeptical. The laughter of the passersby, unaware of the internal turmoil, felt like a judgment. She took a large gulp of coffee, the bitterness doing nothing to soothe the ache in her chest.

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