The vibrant tulips arrived just as Michael was trying to convince himself that he had forgotten about the upcoming court case. The cheerful colors, the sweet scent of spring, seemed to mock his current internal state. He stared at the arrangement, each bloom like a tiny, accusing finger pointing directly at him. No sender.

He knew who they were from. He knew the style, the florist. His hands began to sweat. He closed the blinds, then paced the small living room. The impending trial, the potential consequences, suddenly overwhelmed him.

He felt a deep chill, despite the warm spring day. The tulips were a reminder of everything he was attempting to avoid, a stark emblem of his impending doom.

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