The newspaper lay open on the kitchen counter, the headline, “The Emperor’s New Soup: A Culinary Dud,” screaming at Leo. He felt a chill despite the warmth of the oven. His carefully crafted reputation felt like it was crumbling. He re-read the review again.

He slammed his fist on the counter. The metal clanged and he flinched. The weight of expectation, once a driving force, now threatened to crush him. He suddenly saw his career flash before his eyes. He saw the empty tables, the staff let go.

The dining room, usually filled with boisterous laughter and the clinking of glasses, stood silent, mocking, in his mind’s eye. He couldn’t bring himself to look at the staff, the familiar faces who depended on him.

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