It was a Monday morning, and Ms. Ramirez was preparing for class. She went to her mailbox to check for any new correspondence. Inside was a single, sealed envelope, addressed in a clumsy, familiar hand. It was from Daniel, a student who had been a constant source of trouble, always testing the boundaries of her patience. Her hands started to sweat.

She took a deep breath, and opened it. Inside, was a single, dried rose. A note accompanied it. It read: “You were right about everything.”

She stood there, staring at the rose. What exactly did that mean? The room felt suddenly too small, too close. She crumpled the note in her fist, a feeling of unease settling over her.

Emotion: unnerved

Cluster: Fear / Anxiety
PC1 (Valence): -2.36 Negative
PC2 (Disposition): -0.55

Role in Research

This story is one of 1,000 stories generated for the emotion unnerved. 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 unnerved stories, after denoising with neutral dialogue baselines, produces the unnerved emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the unnerved vector is projected through the unembedding matrix.

Promoted:
😰0.302
😣0.282
будто0.265
😖0.265
ness0.257
Suppressed:
de-0.585
la-0.495
a-0.403
happy-0.289
ecstatic-0.284