The doorbell rang. Sarahโ€™s hand froze mid-wash, the soapy water dripping onto the pristine white countertop. The delivery driver held a package, addressed to "Ms. Eleanor Vance," the woman who had vacated the apartment six months prior, leaving a trail of unpaid debts and broken promises.

Her throat tightened as she took the box. She signed the slip with a shaky hand, the pen feeling heavy. Sarah wanted to slam the door, but she couldn't. She needed to be a good tenant. The box was just too heavy to be worth the trouble. She placed it by the front door, avoiding her own reflection in the hallway mirror.

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
้€ƒ0.297
๐Ÿ˜ž0.295
Suppressed:
de-0.539
que-0.300
๐Ÿ˜-0.288
(!)-0.269
๐Ÿคฉ-0.242