The tulips, a riot of spring colors, seemed to vibrate with a silent energy in the otherwise somber living room. He stared at them from his armchair, the floral arrangement a beacon of unknown intent. He’d never received flowers before. Not without a name attached.

He checked the locks on all the doors again, even though he had just done it. He pulled the curtains tighter, plunging the room into deeper shadow. He felt as if eyes were on him. He felt as if things were watching him.

He was sure he knew who they were from. The thought coiled in his chest like a viper, coiling and ready to strike. He didn't want to know. He didn't want it to be true. He would do nothing. He would say nothing.

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