The attic felt oppressive, the air stale and thick with the scent of decay. John grimaced, surveying the mess. The previous tenants had left behind a mountain of items. He kicked at a cardboard box, sending dust swirling through the air.

He picked up a chipped porcelain doll. Its painted eyes stared blankly. He felt a pang of discomfort. He didn't want this. He shouldn't be dealing with this. He felt the urge to throw it away, to pretend it never existed.

He found a collection of old clothes, moth-eaten and faded. He imagined the people who had worn them. The thought filled him with a strange disquiet. The burden of their belongings felt heavy on his shoulders. He felt a sudden, desperate longing for clean air and open spaces.

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