The silence in the car was deafening. Sarah stared out the window, the passing landscape a blur of colors. Her father’s attempts at cheerful conversation felt forced and hollow. The tryout results had been posted an hour ago, and the weight of it still sat in her stomach like a stone.

She picked at the loose threads on her jeans, her fingers restless. She’d dedicated her whole life to this sport. Now, all that effort seemed for nothing. Tears welled in her eyes, blurring the passing trees. The world, once vibrant and full of possibilities, now seemed muted and gray.

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