"Well, damn," muttered Clara, staring at the official-looking document. Her usual defiance crumbled, replaced by a dull ache in her chest. She crumpled the paper in her fist, then smoothed it out, smoothing out the truth was harder though.

The apartment, usually a riot of colour and noise, seemed muted and subdued. The vibrant tapestry she’d woven over the years suddenly felt like a fragile thing, about to unravel. She'd had time, but she hadn’t taken it. She thought about the money she had spent on silly things.

She slumped onto the floor, pulling her knees to her chest. Outside, the city roared on, indifferent to her plight. She thought about the friends she’d alienated. She should have been a better person.

Emotion: regretful

Cluster: Shame / Guilt
PC1 (Valence): -1.62 Negative
PC2 (Disposition): 0.76

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
L0.801
S0.774
H0.513
0.479
been0.473
Suppressed:
de-0.407
--0.320
随后-0.317
(!)-0.310
oldukça-0.301