The deadline was looming, and the silence in the recording studio was deafening. He shifted in his seat, his leg bouncing. The joy of music, the creative release of mixing and mastering tracks, was gone. It had been replaced by a tight knot in his stomach. His son, Sam, was now a budding DJ, filling their apartment with booming basslines. He had to finish this album, but the weight of it was tremendous. He rubbed his eyes, trying to clear his head, and found himself staring at the sound mixing board, a labyrinth of buttons and knobs.

Emotion: stressed

Cluster: Fear / Anxiety
PC1 (Valence): -1.37 Negative
PC2 (Disposition): -0.53

Role in Research

This story is one of 1,000 stories generated for the emotion stressed. 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 stressed stories, after denoising with neutral dialogue baselines, produces the stressed emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the stressed vector is projected through the unembedding matrix.

Promoted:
😩0.266
😫0.256
😰0.239
😖0.237
😞0.236
Suppressed:
B-0.200
happy-0.197
enjoy-0.176
enjoying-0.172
bahagia-0.169