The attic air hung thick and dusty, catching in Maya’s throat. Why did her mother insist on hoarding everything? She’d promised a quick clear-out, not an expedition into a forgotten realm of moth-eaten shawls and chipped teacups. She scowled, slapping a cobweb away from her face.

A wooden box, tucked under a pile of yellowed newspapers, caught her eye. Inside, amongst faded photographs and dried corsages, was a stack of letters. The top one, dated 1983, bore her mother's familiar, looping handwriting. Curiosity, a fleeting flicker, pushed aside her mounting irritation. The title, typed at the top of the crisp stationary, read "Resignation Letter."

She huffed, the corners of her mouth twitching downwards. Her mother, ever the drama queen. She unfolded the letter with deliberate slowness, her fingers tapping against the paper. The words, penned in furious ink, painted a picture of a workplace she'd never known, filled with belittling bosses and suffocating corporate culture.

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