He stared at the pile of papers on his father's desk, the remnants of his mother's meticulous archiving. A collection of school assignments, meticulously organized and bound with ribbons. The very sight of them caused a knot of tension to form in his neck.

Each paper was a time capsule, preserving her youthful aspirations and vulnerabilities. The penmanship, the illustrations, the little comments written by her teachers – it felt invasive, like he was intruding on a private space. He felt a sudden, inexplicable anger.

He slammed his fist on the desk, the sound echoing through the otherwise silent house. The air felt charged, thick with unspoken things. He needed to break free, to escape the suffocating weight of this unexpected inheritance.

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