The attic air hung thick and dusty, just like the feeling in Amelia’s chest. She’d promised herself a relaxing Saturday, but here she was, nose-to-nose with someone else’s cast-offs. Another person's detritus. Boxes overflowing with junk. Old, yellowed photographs stared back at her with vacant eyes, relics of a life she didn't want to know.

She kicked at a chipped ceramic vase. It wobbled, teetered, and narrowly avoided tumbling over, mirroring the shaky state of her mood. The previous owners, bless their hearts, had clearly viewed the attic as a dumping ground for unwanted possessions.

"Just leave it," she muttered to the dust motes dancing in the weak sunlight. The words were a low growl, directed at the ghosts of the past. Her shoulders tightened. She would have to clean it, of course. Her own life, her home, seemed an unwelcome inheritance.

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