The attic air tasted of dust and forgotten things. Clara coughed, a thin hand fluttering to her throat as she unearthed a shoebox from beneath a moth-eaten tapestry. Inside, a jumble of faded photographs. One, a man with her grandfather’s eyes, but sporting a handlebar mustache and a mischievous grin, held a woman close. Her grandmother, the photos confirmed, but in a dress she’d never mentioned owning, and laughing, truly laughing, in a way Clara had only seen in carefully curated Christmas slideshows.

A chill snaked up her spine, despite the summer heat trapped within the eaves. She rubbed her arms, her knuckles white. The image – the joy – felt… wrong. She had always imagined their courtship as a series of polite glances and shy handholds. This was something else entirely. Something vibrant, untamed, that threw into question everything she thought she knew.

Clara slammed the box shut, the sound echoing in the stillness. A bead of sweat trickled down her temple. She stumbled back, needing air. The curated narrative, the one she'd grown up with, had suddenly fractured, leaving a gaping void.

Emotion: disturbed

Cluster: Fear / Anxiety
PC1 (Valence): -2.97 Negative
PC2 (Disposition): -0.60

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
S0.318
ness0.309
无法0.300
😞0.297
worse0.284
Suppressed:
de-0.829
la-0.666
a-0.392
B-0.301
"-0.290