The sunlight sliced through the empty space where the willow used to stand. Amelia felt a coldness wash over her, despite the warm spring air. She had chosen that particular spot, a shady dell. Now, the sun blazed directly upon the bare earth.

The memory of the day she planted it flooded back; the small, fragile thing she had lovingly nurtured. The vividness was almost painful. She ran her hands through her hair, a nervous gesture. She hadn’t even realized she hadn’t visited in years.

She felt a weight pressing on her, a burden she couldn't name. It felt as if she was the one who had been severed.

Emotion: guilty

Cluster: Shame / Guilt
PC1 (Valence): -1.62 Negative
PC2 (Disposition): 1.23

Role in Research

This story is one of 1,000 stories generated for the emotion guilty. 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 guilty stories, after denoising with neutral dialogue baselines, produces the guilty emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the guilty vector is projected through the unembedding matrix.

Promoted:
S0.492
L0.398
0.354
been0.323
ashamed0.319
Suppressed:
de-0.400
(!)-0.279
la-0.276
😍-0.274
"!-0.264