She hunched over, trying to blend into the shadows by the net. Sarah gripped the handle of her racquet so tightly her knuckles were white. The other girls on the tennis team practiced their volleys with effortless grace, their laughter echoing across the court. She remembered the elation of making varsity as a sophomore, her powerful forehand praised by everyone. Now, relegated to doubles, she was expected to play a defensive game. Her stomach churned. The memory of the coach's words, "We need you to be more reliable," echoed in her mind, a constant reminder of her perceived shortcomings.

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
0.297
😞0.295
Suppressed:
de-0.539
que-0.300
😍-0.288
(!)-0.269
🤩-0.242