The splintered oak lay across Mrs. Henderson's rose bushes, a tangled mess of branches and shattered limbs. Amelia watched from her kitchen window, the warmth of the tea she held doing nothing to soothe the chill that had settled in her bones. She’d known for months the old oak was precarious, the way it leaned, the sickly yellowing of the leaves in spring. She'd meant to say something, to warn Mrs. Henderson. Now, she just squeezed the mug, the ceramic pressing hard against her knuckles.

The sight of Mrs. Henderson’s flustered face, the way she clutched her chest as she surveyed the damage, twisted something deep inside Amelia. She wanted to run out there, to apologize, to offer help, but her feet seemed glued to the linoleum. She just stood there, the tea growing cold, the silence of the aftermath amplifying the insistent thrumming in her ears.

Later, she found herself in the garden, pruning her own roses with a ferocity she rarely employed. Each snip, each discarded thorn, felt like a small, inadequate penance. The scent of the roses, usually a source of pleasure, now clung to her like a shroud.

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