The musty smell hit Amelia the second she unlocked the front door. Dust motes danced in the slivers of sunlight piercing the gloom, illuminating a scene of inherited decay. Her brother, Daniel, was already inside, whistling a jaunty tune as he wandered through the living room, hands shoved in his pockets. He seemed remarkably unfazed by the peeling wallpaper and the moth-eaten rug.

"So, what's the plan?" Daniel asked, his voice cheerful. Amelia just gestured around the room, a tight knot forming in her stomach.

He didn't even *live* here. He lived in a sleek, modern apartment downtown, miles away from this crumbling relic. This was all *her* responsibility now, a burden she hadn't asked for.

Her shoulders slumped. "I guess...clean it out, I suppose." She couldn't meet his eyes.

Emotion: resentful

Cluster: Shame / Guilt
PC1 (Valence): -1.47 Negative
PC2 (Disposition): 1.50

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
S0.485
aggravated0.263
0.261
👎0.245
L0.241
Suppressed:
own-0.318
soon-0.225
随后-0.225
serendip-0.219
🤩-0.210