The flowers were delivered as I was about to go on a date. I tried to stay calm, but my hands were clammy. A stunning arrangement of orchids. No message. My initial reaction was a surge of hope, a flutter of excitement, quickly replaced with a gnawing unease.

I frantically scrolled through my phone, checking every text, every email. Who would send orchids? Had I somehow offended someone? Was this a joke? I felt a knot tighten in my chest, making it difficult to breathe.

I considered cancelling the date. The orchids, the unspoken words, cast a pall over my anticipation. I stared at the vibrant blooms, their beauty suddenly tainted by an unspoken dread.

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