The paper crackled in Amelia’s hands, a brittle sound that echoed in the sudden quiet of her apartment. She’d been mid-sentence, recounting a funny story to her cat, Mr. Fluffernutter. Now, her words died in her throat. The cat, sensing her shift in mood, blinked slowly, oblivious. Amelia sank onto the floral-patterned sofa, the eviction notice a weight in her lap. Her stomach clenched, a sudden, cold knot. She reread the words, each one a hammer blow.

Amelia’s fingers trembled as she reached for her phone, dialing her best friend, Sarah. Her voice felt thin, strained when Sarah answered. “Hey… uh… can you… can you come over?” she stammered, the casual greeting replaced by a plea she couldn't hide. She gripped the phone tighter, her knuckles turning white.

The apartment suddenly felt too small, the walls closing in. She felt a need to pace, so she began to walk back and forth. Back and forth. Back and forth.

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