The smell of oil paint hung heavy in the air. David, an accountant by trade, had found solace in painting landscapes. Now, his son, Samuel, had commandeered the studio. The boy's talent was undeniable, but the relentless pressure to create, the constant critiques of his own work, left him drained. David found himself lingering outside the studio door, listening to Samuel’s frustrated sighs. The boy barely spoke anymore, only working on painting after painting. A cold dread seeped into David's bones.

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