Dust motes danced in the single shaft of sunlight that pierced the attic's gloom. Amelia swiped a cobweb from her face, a grimace twisting her lips. This whole "genealogy project" her mother had assigned was a colossal waste of time. She'd rather be doing literally anything else.

She rifled through the cardboard box, the musty smell stinging her nostrils. Inside, a scattering of photographs. She picked one up, a sepia-toned image of her great-grandmother, supposedly a meek and mild schoolteacher, arm-in-arm with a man in a bowler hat, both of them grinning at a racetrack.

"Well, that's just peachy," she muttered, tossing the photo back in the box. This was the third instance of blatant fabrication she'd found in less than an hour. The history she was being told and what was in front of her were worlds apart.

Emotion: annoyed

Cluster: Anger / Hostility
PC1 (Valence): -0.59 Negative
PC2 (Disposition): 1.27

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
l0.376
😠0.251
0.249
🤬0.245
fucking0.239
Suppressed:
own-0.352
渗透-0.251
gradually-0.234
unfolding-0.226
超越-0.224