The garden was overgrown, a tangle of weeds and neglected roses. She couldn't bring herself to tend it. The previous owner had loved this space, she learned. She had seen the pictures. The thought of tilling the soil, of touching the earth where... She shuddered. She wandered aimlessly through the overgrown greenery, the silence punctuated only by the buzzing of insects. The air was heavy, thick with a sadness she couldn’t name. She felt a profound sense of failure, a feeling of being unworthy.

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