He felt a flush creep up his neck. There it was, a familiar form amongst a sea of discarded objects. The bear. He forced a smile, a gesture that felt unnatural on his face. He'd sworn he’d left that part of his life behind.

"How much for the teddy bear?" His voice was a flat monotone, devoid of inflection. He tried to project an air of calm indifference, but he felt a tremor in his hands.

He paid the exorbitant price without complaint, avoiding the seller’s gaze. He turned and walked away, the bear a heavy burden. He wanted to erase the last few minutes, to rewind time, to be anywhere but here.

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