The packing boxes loomed like cardboard monoliths, silent reminders of the impending upheaval. Each item, carefully wrapped and labeled, represented a lost memory.

Olivia paced the living room, a restless energy coursing through her. She couldn’t stay still. She ran a hand through her hair, tangling the strands.

She picked up a framed photograph of her family, a picture from a happier time. The glass reflected her own distorted face, a stranger's gaze. She put the photo down gently, and walked outside, the setting sun casting long shadows.

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