He’d envisioned the red and gold jersey for years. Now, Liam stood in the locker room, the silence amplified by the rhythmic thud of a basketball against the court outside. The rejection stung. He couldn't meet his father's eyes when he called to break the news. His voice cracked, a sound he rarely allowed himself.

His reflection stared back at him in the tarnished mirror, a stranger wearing the face of defeat. He slowly, deliberately, began to gather his things. Each movement was deliberate, measured. He avoided the glances of the others, their excited chatter about next season's prospects, their easy camaraderie. He had never felt so alone.

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