The notification buzzed on Liamโ€™s phone, another email. He hesitated, his finger hovering over the screen. He knew what it contained: more questions, more demands for explanation. His chest tightened. He exhaled slowly, trying to regulate his breathing, but it was no use.

He felt a sudden, urgent need to be alone, away from everyone. He stood up abruptly and started to pace his cramped dorm room. He felt a knot forming in his stomach. He kicked at a loose shoelace, the anger and fear warring within him.

Emotion: uneasy

Cluster: Fear / Anxiety
PC1 (Valence): -1.80 Negative
PC2 (Disposition): -0.43

Role in Research

This story is one of 1,000 stories generated for the emotion uneasy. 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 uneasy stories, after denoising with neutral dialogue baselines, produces the uneasy emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the uneasy vector is projected through the unembedding matrix.

Promoted:
๐Ÿ˜ฐ0.240
๐Ÿ˜–0.231
๐Ÿ˜ฃ0.231
๋А๊ปด0.226
worse0.222
Suppressed:
de-0.474
la-0.465
happy-0.261
a-0.255
ecstatic-0.228