The sheer scale of the renovations next door made Maria's jaw clench. The roar of the machinery, the constant presence of construction workers, had become a daily assault on her peace. She had been diligently trying to save money for her daughter's college fund.

She recalled the times she'd cheerfully told Mrs. Peterson, the quiet woman who always seemed to be puttering in her garden, about her budget-conscious lifestyle. She thought of her recent attempts at home repairs, the constant patching and mending. The gap between them felt vast, unbridgeable.

Her hands clenched into fists. She turned away from the window, the image of the luxury home now taking shape next door burned in her memory. She found herself snapping at her daughter, her voice laced with a sharpness she couldn't explain.

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