"Everything alright?" John's roommate, Kevin, asked from across the room, as if reading John's mind. The question felt loaded. John quickly shifted his gaze to the computer screen.

He forced a laugh, feigning a nonchalant tone. "Yeah, fine. Just, you know, studying." He hated the tremor in his voice. He felt a need to change the subject, to deflect.

He glanced at his journal, half-hidden beneath a textbook. The leather felt menacing. His fingers itched with an urge to tear it apart, to destroy any evidence. The air seemed thin, making it difficult to breathe. He stood up, claiming he needed a break.

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