The metallic tang of rust filled the air, a scent that triggered a cascade of unwelcome memories. Mark kept his gaze fixed on the ground, tracing patterns in the dirt with his worn boot. The old basketball hoop, once a symbol of his youthful exuberance, now leaned precariously, like a broken promise. He used to be so confident, so sure of himself. Now, standing here, facing the inevitable destruction, he felt small, exposed. He wanted to scream, to lash out. He had betrayed the faith of his mother.

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