"So, what do you think?" Professor Thompson had asked, his voice jovial. The words hung in the air, a cruel parody of the usual optimism. I stared at him, my mouth suddenly dry. My thesis was already a mess, and now this.

I forced a smile, hoping it hid the way my chest was constricting. The room, usually bright and airy, seemed to dim around me. The sunlight streaming through the window now felt oppressive.

I cleared my throat, the sound rough and foreign. "It's... unexpected," I managed, my voice barely a whisper. I focused on the intricate pattern of the carpet, anything to avoid his gaze, which felt piercing and judgmental.

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:
๐Ÿ˜ฐ0.302
๐Ÿ˜ฃ0.282
ะฑัƒะดั‚ะพ0.265
๐Ÿ˜–0.265
ness0.257
Suppressed:
de-0.585
la-0.495
a-0.403
happy-0.289
ecstatic-0.284