The dog started barking, a high-pitched whine that mirrored her own unease. The hammering next door had started again, and the sound amplified the tightness in her stomach. She could feel the skin on her face tighten. She tried to take a deep breath, but it felt like a chore.

She buried her face in her hands, trying to block out the noise, but it seemed to burrow its way inside her. She needed the peace, the silence, and all she got was this.

She walked to the window, her hands still shaking. She was a ball of fury, and there was nothing to do. The dog just looked at her.

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