The bank statement felt like a lead weight in Eleanor's hand. She quickly tucked it back into the envelope, the crinkling sound amplifying the sudden thump of her heart. Sunlight streamed through the kitchen window, illuminating dust motes dancing in the air, but the room felt suddenly cold. Her husband, David, had always been so meticulously honest, so forthcoming with their finances. This... this felt like a betrayal.

She walked to the living room, trying to keep her breathing even. David was in his favorite armchair, reading the paper. She cleared her throat, a small sound that seemed impossibly loud. "Morning," she mumbled, her voice catching.

He looked up, a smile instantly gracing his face. "Morning, love. Everything alright?" She swallowed, the lump in her throat making it hard to speak. "Fine," she managed, her gaze darting away from his. She couldn't bring herself to meet his eyes, the knowledge of the secret account burning a hole in her chest.

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