He always spoke of financial struggles, of needing to be careful. Now, the online account, discovered by accident, showed a different story. The hidden account contained a sum that dwarfed their shared savings. Martha felt a strange disconnect, like she was watching herself from afar.

She found herself unable to sit still, pacing the small apartment. Her hands trembled as she ran a hand through her hair. The familiar sounds of the city outside – the traffic, the distant sirens – seemed amplified, grating on her nerves. The details of their lives started to haunt her.

She picked up her phone, unsure who to call, what to say. The phone slipped from her grasp and clattered to the floor, the sound echoing in the sudden stillness of the room. She began to cry, the tears streaming down her face.

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