The afternoon light caught the dust motes dancing in the air as Mark unfolded the letter. It was written to his best friend, a friend he’d lost touch with after a foolish argument years ago. The letter detailed the frustration of being misunderstood, a sentiment that still lingered. He had been afraid of confrontation.

He ran a hand over his face, feeling the fatigue of unspoken words etched into his skin. The silence in the house was almost deafening, filled only with the faint sound of his own shallow breaths. The letter's plea for reconciliation, never answered, felt like a gaping wound.

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