The scent of lavender and old paper filled Chloe’s nostrils. Her mother’s study, usually a place of comfort, suddenly felt like a prison. On the desk, illuminated by the harsh overhead light, lay a collection of neatly bound notebooks. Her name, and then "1st Grade," "2nd Grade," "3rd Grade," and so on, graced the spines.

She’d thought she’d buried her awkward phase, the handwriting she now cringed at. Her mother, oblivious, was pouring tea and humming. Chloe felt a tremor in her hands. She couldn't meet her mother's eyes. She excused herself, murmuring about needing some air, and fled the room.

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