Liam tapped his foot impatiently. The gallery owner was late, and he was already running behind. The opening night was tonight, and the anticipation, the pressure to impress, was a physical weight. He paced the exhibition space, running his hands over his scalp, feeling the familiar prickle of anxiety.

He noticed a group of people clustered near one of his paintings. He approached them, hoping for positive feedback. But their conversation stopped as he drew closer, and they turned to look at him.

One of them pointed to a man's calf, visible beneath his rolled-up trouser leg. There, in vivid ink, was his most famous piece, 'The Weaver'. Liam’s stomach churned, a cold wave washing over him. The air seemed to thicken, making it difficult to breathe. The world tilted on its axis.

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
πŸ˜–0.237
😞0.236
Suppressed:
B-0.200
happy-0.197
enjoy-0.176
enjoying-0.172
bahagia-0.169