"Excuse me," Emily stammered, her voice thin and reedy. She faced the groundskeeper, her hands clasped tightly in front of her. She’d walked this park every day for years, always passing the weeping willow, its branches like gentle arms. Now, only a scar remained.

The groundskeeper, a gruff man, shrugged. "Needed to come down. Too old." His words, blunt and matter-of-fact, grated on her. She took a step back, suddenly feeling exposed.

Her gaze darted around, searching for a familiar landmark, a point of reference. The familiar landscape seemed foreign, distorted. She started to tremble slightly, a tremor that began in her toes and spread upwards.

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