The vibrant green canopy of the maple was now a heap of broken branches, crushing the carefully curated garden below. It was worse than she'd imagined. Sarah had noticed the slight lean, the way it swayed in even the mildest breeze. She’d meant to mention it, to call the homeowners’ association, to say anything. She had procrastinated. Now, the damage was irreversible.

She watched her neighbor, Mr. Jenkins, surveying the destruction. He looked bewildered, his shoulders slumped. She wanted to scream with frustration at herself, at her own inaction.

She found herself, later that evening, organizing her own garden shed, an activity that offered no solace, only a hollow echo of the unspoken words.

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