The realtor had said the house was “full of surprises.” Now, Emily regretted buying it so quickly. The house was not surprising in any pleasant way. The hidden room, revealed by a loose brick in the basement, felt like a judgment. She shouldn't have been so impulsive, so desperate to escape her old life.

She crouched on the dusty floor, tracing the outline of the hidden doorway with a trembling finger. The thought of what she might find inside – a forgotten treasure? A sinister secret? – made her want to retreat back upstairs. Her shoulders slumped.

The musty air, the oppressive silence, the way the light refused to penetrate the darkness… all of it seemed to amplify the feeling that she had made a terrible miscalculation. A profound error in judgment. How could she have been so blinded by hope?

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