The hammering started before dawn, each thud a fresh stab. Clara pulled the covers tighter, but the sound wormed its way into her dreams. She pictured Mr. Henderson, his face always a little too close, finally erecting that fence. She hadn't protested, not outwardly, but her silence, her lack of opposition, felt like a betrayal.

Later, she avoided him at the mailbox, her gaze fixed on the wilting petunias in her own yard. The unfinished fence, raw wood against the green, mocked her. A tightness squeezed her chest. She found herself rearranging the mail repeatedly, as if that would somehow change things.

Her daughter, Emily, asked, "Why aren't you saying hello to Mr. Henderson, Mom?" Clara just shook her head, unable to meet Emily's curious stare, the heavy weight inside her making her throat feel constricted.

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