He found them tucked away in a trunk in the basement, beneath a pile of moth-eaten quilts. Mark, his hands trembling slightly, flipped through the brittle pages. His mother’s neat, cursive script filled the margins of a history essay on the Roman Empire. He'd never known her to have any interest in ancient civilizations. A lump formed in his throat.

He sank down onto a dusty crate, the air heavy with the scent of mildew and decay. Each assignment was a ghost, a fragment of a life he never truly knew. A poem about a lost kitten, a science project on the solar system, a clumsy attempt at a self-portrait. They were too revealing, too vulnerable.

Mark ran a hand through his hair, a wave of nausea washing over him. The intimacy of it was overwhelming. He felt a desperate urge to close the trunk, to shut out these intimate revelations, as if the contents held a dangerous secret. He stood and retreated back upstairs, unable to bear the weight of these relics.

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