The park, usually a sanctuary of peacefulness, felt like a stage. Sarah watched as Jessica, bathed in the afternoon sunlight, tilted her head, a confused expression on her face. "I don't recall a Sarah," Jessica said, her voice polite but distant. Sarah felt a tremor run through her.

She had chosen this spot for its sentimental value, hoping it would jog Jessica's memory. Now, the swing set, once a symbol of their carefree youth, seemed to mock her. She fiddled with the strap of her purse, her fingers tracing the worn leather. The cheerful chatter of children nearby grated on her nerves. She wanted to retreat, to vanish.

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