Sarah kept replaying the conversation in her head. "It's just overgrown, dear," Mr. Henderson had said, his voice as smooth and oily as the bark he’d complained about. She’d nodded, agreeing, eager to please. Now, she could barely meet his eye. The shadow cast by the absent tree felt like a physical presence, a looming emptiness.

She found herself avoiding the window, unable to bear the sight of the newly cleared space. The sunlight now poured directly into her living room, a stark, unwelcome brightness. She'd always loved the dappled light, the privacy it afforded.

A tightness in her throat made it hard to swallow. She had to fix this. She would plant something, something to fill the void, something to remind her of what she'd lost. She picked up her gardening gloves, her hands trembling slightly.

Emotion: remorseful

Cluster: Shame / Guilt
PC1 (Valence): -1.57 Negative
PC2 (Disposition): 1.09

Role in Research

This story is one of 1,000 stories generated for the emotion remorseful. 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 remorseful stories, after denoising with neutral dialogue baselines, produces the remorseful emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the remorseful vector is projected through the unembedding matrix.

Promoted:
S0.656
L0.580
0.463
remorse0.416
been0.398
Suppressed:
de-0.444
(!)-0.309
имеется-0.289
oldukça-0.287
😍-0.285