The shouting match last night. It was late, and she and her partner had a heated argument. Now, there was a handwritten note taped to the door: "Keep it down. We can hear everything." Her stomach twisted.

She couldn’t meet her partner's eyes at breakfast. The clatter of the dishes, the hiss of the coffee machine, each sound felt amplified, a betrayal. Every creak of the floorboards felt loud, broadcasting their shame.

She felt a deep sense of vulnerability, like all her secrets were on display for everyone in the building. A hot flush crept up her neck as she turned away, unable to meet their eyes.

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