The project was behind schedule, and Emily’s mind was a tangled mess of spreadsheets and deadlines. Sleep had become a luxury, and she was starting to snap at everyone. She entered the bedroom, hoping for a moment of peace, but her heart leaped into her throat.

Her boyfriend, Marco, was sitting on the bed, holding a notebook. He looked up, his eyes meeting hers. He hesitated, took a deep breath, and then spoke. In Spanish. Her native tongue.

The air seemed to thicken. Emily's breath hitched. She had no idea what he was saying, but it was clear he was trying to communicate something. The walls started to close in. She wanted to scream. She bolted from the room, needing to get away.

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