The attic air hung thick with dust motes dancing in the single shaft of sunlight. Sarah coughed, pulling the threadbare letter from its yellowed envelope. Her father's handwriting, bold and familiar, slashed across the page. She barely recognized the name of the company at the top; it sounded foreign, like something from another life.

Her breath hitched. The date was over thirty years ago. He never spoke about quitting. He'd worked for that firm until he retired, a pillar of stability. Now, reading the carefully worded paragraphs, a coldness spread through her. The words felt like a riddle, a carefully constructed façade.

She sank onto a dusty trunk, the letter trembling in her hand. The sunlight seemed too bright, the silence of the attic too profound. She felt a need to pace, the small confines closing in. Each sentence, each carefully chosen phrase, pressed against her, a phantom weight on her chest.

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