The dusty, worn cleats felt foreign on his feet. He stared out at the sprawling baseball diamond, the vast expanse mirroring the emptiness he felt inside. After three seasons of being a catcher, he’d been told to try shortstop. He felt the stares of his teammates, the subtle shifts in their attitudes. He thought of his grandfather's proud words about his grandson behind the plate. The man loved the game, and would have been so disappointed to see him here now. He longed for the familiar comfort of his old position, but it was out of reach.

Emotion: ashamed

Cluster: Shame / Guilt
PC1 (Valence): -1.97 Negative
PC2 (Disposition): 1.06

Role in Research

This story is one of 1,000 stories generated for the emotion ashamed. 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 ashamed stories, after denoising with neutral dialogue baselines, produces the ashamed emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the ashamed vector is projected through the unembedding matrix.

Promoted:
S0.376
ashamed0.344
ness0.327
逃0.297
😞0.295
Suppressed:
de-0.539
que-0.300
😍-0.288
(!)-0.269
🀩-0.242