The cold, unforgiving glint of the ring in the display case felt like a personal affront to Maya. She’d been staring at it for so long, the intricate design of the setting was now imprinted on her eyelids. She was pacing outside before, the air cold enough to bite, even through her scarf and coat. Now, inside, it was the same suffocating feeling.

She hadn't told anyone. Not her mother, not her sister. It was a secret she was determined to keep. She had to, because the ring represented more than just a piece of jewelry. It was a symbol of love, of family, of a past she desperately wanted to reclaim.

She cleared her throat, trying to compose herself. Her knuckles were white from clenching her fists. The shopkeeper looked up, his expression unreadable. She had to be strong. She had to. The silence felt deafening.

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
πŸŽ‰-0.233
happy-0.231
"-0.228