The weight of the silence after the interviewer's final question was crushing. He sat rigidly in his chair, trying to project composure. Across from him, he knew, was his friend, Kevin.

His gaze flicked toward Kevin, who offered a sympathetic smile. He returned the gesture, but his own face felt stiff, artificial. The air in the room felt thick and oppressive, making it difficult to catch his breath.

He ran a hand through his hair, a gesture he realized was a nervous tic. He hated the idea of disappointing Kevin, but the thought of his own disappointment was even more painful. The walk back to the parking lot loomed like a long, arduous journey.

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
😖0.231
😣0.231
느껴0.226
worse0.222
Suppressed:
de-0.474
la-0.465
happy-0.261
a-0.255
ecstatic-0.228