"It's just… a setback," Mark mumbled to himself, though the statement sounded hollow, even to his own ears. He stared at the computer screen, the patent information staring back at him like a judge sentencing him to a life of mediocrity. The innovative shoe that helped athletes run faster… already patented. He pushed back from the desk, the chair screeching loudly against the floor. He needed air, needed to escape the suffocating feeling that had settled in his chest. He grabbed his coat, heading out the door without a word, the slam of the door punctuating the silence of his apartment.

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