The rhythmic click-clack of the keyboard echoed through the house, usually a comforting sound. Tonight, it grated on Clara’s nerves. She stood at the doorway to Liam's office, the glow of the monitor illuminating his face. He was smiling, a genuine, unguarded smile, but he was looking at a screen filled with letters she didn't recognise.

She felt a coldness creep up her spine, like ice water trickling down her back. When she asked what he was working on, he flinched, then quickly minimized the window.

“Just… work,” he said, his voice clipped. The lie hung in the air, thick and heavy.

She found herself backing away, needing to put distance between herself and the situation. The walls of their house suddenly felt constricting.

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