โ€œAbsolutely not,โ€ Leo snapped at the television. The game show, usually a welcome distraction, now grated on his nerves. He felt a constant, low thrum of agitation coursing through him, making it impossible to sit still. He abruptly switched the channel, then switched it again. His fingers drummed a restless rhythm against the arm of the sofa. He stared at the ceiling, his mind racing, dissecting every word of the rejection email, searching for a hidden meaning, a glimmer of hope that wasn't there.

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:
๐Ÿ˜ฉ0.266
๐Ÿ˜ซ0.256
๐Ÿ˜ฐ0.239
๐Ÿ˜–0.237
๐Ÿ˜ž0.236
Suppressed:
B-0.200
happy-0.197
enjoy-0.176
enjoying-0.172
bahagia-0.169