He found the wreckage while walking his dog. The oak, once a sapling he'd proudly planted in his youth, was now a pile of splintered wood. His jaw tightened. He kicked at a loose piece of bark, sending it skittering across the dry earth.

A hollow ache settled in his chest, a deep sense of wrongness. He remembered the feeling of the small leaves as a child, the weight of the water can, and the promise he'd made to tend to it. He’d let it wither, hadn't he?

He turned, the dog's leash suddenly feeling heavy in his hand. He mumbled an apology to the dog under his breath, as if it was his fault the dog had to witness this.

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
탓0.354
been0.323
ashamed0.319
Suppressed:
de-0.400
(!)-0.279
la-0.276
😍-0.274
"!-0.264