The first thing Clara did was make another pot of coffee, though she couldn't bring herself to drink it. She stared at the fallen sycamore through the kitchen window. She had seen the rot, the hollow trunk, the way the squirrels avoided it, all indications that it was going to fail. She'd even considered writing a note, a gentle warning. She just hadn't.

Now, Mrs. Baker stood on her front lawn, her shoulders slumped, surveying the wreckage. Clara felt as though a physical blow had been delivered to her solar plexus. She wanted to disappear, to dissolve into the floral wallpaper.

She started pacing, the familiar confines of her house suddenly feeling constricting. Sheโ€™d always prided herself on being a good neighbor, always ready with a smile and a helping hand. Now, the thought of facing Mrs. Baker filled her with a profound discomfort.

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
ํƒ“0.354
been0.323
ashamed0.319
Suppressed:
de-0.400
(!)-0.279
la-0.276
๐Ÿ˜-0.274
"!-0.264