The pounding in his chest echoed the frantic rhythm of his thoughts. The idea, initially, had seemed so straightforward: a dog to share the mundane moments. Now, faced with his roommate's staunch opposition, the walls of the apartment seemed to press in, threatening to suffocate him. The silence, normally a welcome respite after a long day, felt like a judgment.

He slammed his laptop shut, the abrupt sound startling him. The paperwork on his desk seemed to mock him, the unread emails a mountain he couldn't face. He needed something, anything, to break the tension, to alleviate the pressure building inside. He felt his hands begin to tremble.

He needed that dog.

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