The elevator came to a jarring halt, and Ben felt a jolt of anxiety. He turned to look at Emily, who was already staring back at him, her face pale. He swallowed hard. โ€œWell, this is just great,โ€ he said, his voice sounding thin and strained.

He pulled out his phone, a reflex more than a real hope. His fingers fumbled with the screen. He kept re-checking the lack of a signal.

The silence was broken only by the sound of his own shallow breaths. He started to pace the small space, the movement adding to his sense of unease. He ran a hand through his hair, leaving it standing on end.

His palms were slick with sweat. He struggled to keep his thoughts in order. He had to be calm.

Emotion: worried

Cluster: Fear / Anxiety
PC1 (Valence): -2.02 Negative
PC2 (Disposition): -0.43

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
worse0.285
S0.279
๐Ÿ˜ฐ0.277
๐Ÿ˜ฃ0.269
Worse0.250
Suppressed:
la-0.476
de-0.432
๐ŸŽ‰-0.233
happy-0.231
"-0.228