The roses, crimson and velvety, dominated the small space of his cramped office. He kept glancing at them, his fingers drumming a restless rhythm against the surface of his desk. He’d barely slept since they'd arrived. The delivery man had just grinned, said "Enjoy!" and left.

He was usually meticulous. Detail-oriented. He found it difficult to focus on the paperwork in front of him. Each breath felt shallow, as if the air itself had become thick and heavy. He picked up one of the roses, its fragrance now almost cloying. He pictured her face, the way her eyes crinkled when she laughed. Was this a threat?

He needed to know, but to ask would be to admit his own failings. He wanted to throw them out, to rid himself of the unsettling reminder, but he couldn't. He didn't dare. He would leave them there to wither and decay.

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