The invitation sat heavy in Leo’s hand, the glossy card mocking him with its festive script. He'd been looking forward to this for weeks, clinging to the promise of laughter and connection. Now, a terse text message informed him the party was off. His stomach clenched, a knot tightening in his gut. He reread the message, his eyes darting back and forth across the screen like trapped insects. He absently scratched at his arm, the skin prickling with an unfamiliar sensitivity. Should he reply? What could he even say? He let out a shaky breath, the air feeling thin and insufficient. The apartment suddenly seemed too quiet, the silence amplifying the thrumming in his temples.

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