The phone rang again. Another client complaining, another deal falling through. Elias slumped against the counter, his shoulders slumping. He rubbed his temples, trying to ward off the throbbing pain. The flowers were delivered moments later. A riot of color, a mix of exotic orchids and vibrant tulips.

He squinted at them. He knew no one who would send flowers. His phone buzzed again, a low, persistent hum. He ignored it. He felt the edges of his vision starting to darken. He ran to the sink, desperate for a glass of water.

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