The office felt too small, the fluorescent lights too harsh. Michael hunched over his desk, his shoulders drawn up towards his ears. His revolutionary water purifier, which he thought could save lives, was officially, and irrevocably, someone elseโ€™s invention. He reread the rejection letter, the legal jargon a stinging insult. He felt a suffocating pressure in his chest, making it difficult to breathe. He pushed his chair back, the screech of the wheels echoing in the empty space. His face flushed a deep red.

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