The weight of the party seemed to bear down on Emily. She straightened her posture, but couldn't seem to stop fidgeting with her silverware. She picked at the food on her plate, her appetite gone. The anticipation was almost unbearable. Her father's retirement party was a cause for joy, but she felt a strange heaviness.

She ran her hand through her hair, smoothing it back behind her ear. She was the one tasked with the toast. She knew what to say, but the words felt like a burden. She felt a constant tension in her shoulders, a low hum of unease.

She glanced at her father, who was laughing with some friends. She managed a small smile, trying to appear composed. The room seemed to spin slightly. She took a deep breath, steeling herself for what was to come.

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