The air conditioning in the ballroom felt frigid, a stark contrast to the internal heat searing through Chloe. She watched Liam from across the room. He was holding a baby, laughing with his sister, his face lit up. She remembers how he used to look at her. She remembers how she used to look at him.

Her own date, a kind, well-meaning man named Mark, was trying to make conversation, but Chloe could barely focus. She kept looking back at Liam, and her throat felt thick, the words suddenly impossible to utter. The vibrant colors of the wedding decorations seemed dull, the energy of the party draining. She wanted to scream.

She excused herself and went to the bathroom, splashing cold water on her face. The woman in the mirror looked different. The woman in the mirror looked lost. She was sick. She needed to go home.

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