"Okay, okay," Olivia murmured, picking at a loose thread on her jeans. She sat slumped in a chair, a half-empty glass of water on the table in front of her. The taste of the tap water was metallic. The room was a mess, scattered with party supplies. Her carefully laid plans were now a confusing jumble.

She couldn't seem to focus. Her mind raced, jumping from one potential problem to the next. The caterer? The music? The guest list? Everything seemed to be falling apart.

She closed her eyes, trying to block out the noise, the pressure, the overwhelming sense of dread.

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