The unexpected delivery was a single, crimson rose. It arrived on Ms. Rodriguez’s doorstep, delivered by a messenger who refused to say who had sent it. A note was attached to the stem, simple and ominous: "Remember." The card had no name.

She spent the day in a state of hyper-vigilance. The shadows in the classroom seemed to deepen. She kept checking the windows, the doors. Her students' voices grated on her nerves, the constant chatter a maddening undercurrent.

The petals of the rose began to droop, the vibrant color slowly fading. She knew she had to figure out what was happening, but she couldn't.

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