The coffee cup rattled in Daniel's trembling hands. He was perched on the edge of the kitchen counter, watching his father meticulously butter toast. The man’s movements were precise, slow, almost meditative. Daniel's own mind was a whirlwind of worry.

"So," his father began, finally breaking the silence, his voice gentle. "About that job interview…" Daniel flinched. He hadn't told his parents he hadn't landed the role.

"Yeah," Daniel managed, his voice barely a whisper. The silence stretched between them, thick and heavy. He picked at a loose thread on his jeans. This was going to be a long week.

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