The tiny apartment felt like it was closing in on Michael. The bills piled up, the job hunt was a disaster, and every breath felt difficult. Then he heard the familiar clatter – the sound of Buster, once again, launching himself over the flimsy fence.

He slammed his fist on the kitchen counter, the action fueled by a sudden, intense fury. The dog was a symbol of everything that was wrong, of the careless ease of others compared to his own struggles.

Michael stormed outside, every muscle in his body tense. "This is it," he thought, his knuckles white. This time, he was not going to give an inch.

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