He found them on his desk at work, a small, ornate arrangement of orchids. He hated orchids. They felt pretentious, unnatural. His colleagues buzzed around him, curious, but he shooed them away, muttering something about a family member. He couldn't shake the feeling that they were watching him.

He kept glancing at them, his eyes darting around the office. He felt exposed, vulnerable. Every phone call, every email, felt like an accusation. His hands itched, he kept picking at the skin around his fingernails. He felt trapped, pinned beneath the weight of an unspoken message. He had no idea what to do with them.

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