The office felt too small, the air thick with unspoken expectations. He needed to be perfect, even though he knew he was far from it. He kept adjusting the knot of his tie, a nervous habit that had intensified recently. A headache hammered at his temples.

"Right, let's start with the CRM," he said, his voice sounding flat and distant, even to himself. He gestured towards the screen, the cursor a blinking sentinel. His jaw muscles clenched, creating a visible twitch in his cheek. He had to stay calm. He had to be professional.

The new hire, eager and efficient, absorbed everything like a sponge. Each click of the mouse, each question, felt like a subtle act of dissection. His breath caught in his throat. He felt exposed, vulnerable, and profoundly… tired.

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