The photograph, taped haphazardly to the refrigerator, was a painful reminder. Mark, grinning, holding a trophy, surrounded by a chorus of familiar, smiling faces. It felt like a lifetime ago. A knot formed in his stomach. The invitation for the reunion had arrived that morning, and he’d been avoiding it all day.

He poured himself a glass of water, his hand trembling slightly. The water spilled over the side of the glass. He felt a sudden, inexplicable urge to clean, to sanitize, to make everything perfect. He wondered what they would think of him now. He felt a tremor in his hands.

He looked at the cluttered apartment, a stark contrast to the picture. He wanted to throw the glass against the wall. Instead, he took a deep, shaky breath, and left the glass on the countertop.

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:
😰0.240
πŸ˜–0.231
😣0.231
느껴0.226
worse0.222
Suppressed:
de-0.474
la-0.465
happy-0.261
a-0.255
ecstatic-0.228