The realtor’s voice, polished and smooth, grated on Elena's ears. "Imagine, a blank canvas," she'd chirped, gesturing towards Elena's living room. Elena didn't want to imagine. She wanted the life she had, the familiar creaks and groans of her building.

She clutched her chipped mug, her knuckles white. She looked down and saw an old tea stain from the morning. The realtor kept talking, but Elena's attention drifted. She noticed the threadbare rug. The cracked plaster.

She stood frozen as the group moved onto the next apartment. Elena tried to say hello, but the words caught in her throat.

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