Sarah sighed, sinking onto the lumpy sofa. The air in the apartment felt thick, cloying. She ran a hand through her hair, smoothing it back from her forehead. A sharp, almost painful ache throbbed in her temples.

Across the room, Emily was meticulously cleaning the cat's water bowl, humming a cheerful tune. "He needs fresh water every day," Emily chirped, oblivious. The cat, a sleek Siamese, rubbed against her legs. Sarah's jaw clenched.

She’d been the one to sign the lease. She’d found the place, negotiated the rent. Now, the cat seemed to own it. The faint scent of cat food clung to everything, a constant reminder.

"Can you at least put the litter box in the bathroom?" Sarah had asked once. Emily's response had been a dismissive wave. The bathroom? That was just *so* far away.

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