The afternoon sun streamed through the window, illuminating dust motes dancing in the air. Michael, however, saw none of it. His gaze was fixed on the letter lying open on his lap. He’d found it tucked inside an old book. He could feel a strange pressure behind his eyes.

He replayed the events of that night in his head, reliving each excruciating detail. He pushed away from the table, suddenly needing to move, to escape the suffocating weight of the past. He walked to the window, staring blankly outside.

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