The concert hall buzzed with anticipation. Tonight was the premiere of a new symphony by the composer, Rhys Davies, a man whose music had profoundly impacted Lena’s life. Then, the news broke. Accusations of plagiarism, of stolen melodies. Lena sat in her seat, frozen, her joy abruptly evaporating. Her hands clenched into fists.

The lights dimmed. The orchestra tuned. The first notes of the symphony filled the hall, but Lena couldn’t hear the music. All she could hear was the echo of the news report. She felt a hollowness inside her, a feeling she couldn’t quite name. She felt a rising pressure in her chest.

She stood up and walked out of the hall, the music swelling behind her. The cool night air hit her face, but offered no relief. She wanted to scream.

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