He slammed his textbook shut, the sound echoing in the quiet library. The words "Friend Request: Sarah Jones" seemed to jump out from his laptop screen. He buried his face in his hands. The upcoming exam, the crushing debt, the feeling of being utterly alone in the world - it was all too much. Sarah, who had always seemed to revel in his misfortune, was now trying to connect. He took a ragged breath and ran a hand through his hair, leaving it standing on end. He felt a sense of panic rising inside him.

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