Mark slammed the laptop shut, the sudden action echoing in the quiet apartment. The accusations against the acclaimed poet, Elara Vance, had left him feeling… unsettled. A knot of unease tightened in his stomach. He felt a profound disorientation, as if the ground had shifted beneath his feet.

He got up and began to pace, his steps erratic and agitated. He’d always believed in Vance’s words, in their authenticity and power. Now, he wondered if everything had been a lie. He ran a hand through his hair, his fingers tangling in the strands.

He stared at his bookcase, the spines of Vance’s books suddenly seeming to judge him. He was desperate to find some kind of truth, some reassurance, but found none. He felt a great longing.

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
😰0.277
😣0.269
Worse0.250
Suppressed:
la-0.476
de-0.432
🎉-0.233
happy-0.231
"-0.228