The air in the art studio was thick with the scent of turpentine and frustration. The commissioned portrait was not working, the colors refusing to cooperate. Liam scrubbed at the canvas with a rag, the canvas developing a hole. The sounds of Buster at the back door were enough to push him over the edge.

He threw the rag onto the easel with a violent movement. He stalked outside, every movement jerky, every step heavy.

"Buster!" he yelled, his voice rough. The dog looked up, his tail still wagging, oblivious to the artistic catastrophe he had caused.

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