He slammed his locker shut, the metal door echoing the thunder in his chest. Liam’s breath hitched, shallow and rapid, as he turned away from the tryout board. The rejection, the failure, felt like a punch to the gut. The world was spinning slightly.

"Unbelievable," he muttered under his breath, his voice tight. He ran a hand through his already messy hair, leaving it standing on end. He felt a sudden, inexplicable urge to rip something apart.

He had dedicated the last year to this. Every morning, every evening, hours of practice, sacrifices. And for what? For his name to be absent from the list. The weight of it was crushing, making his shoulders slump. He wanted to go home, to lock himself away and avoid the world. His legs felt shaky.

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
πŸ˜–0.237
😞0.236
Suppressed:
B-0.200
happy-0.197
enjoy-0.176
enjoying-0.172
bahagia-0.169