"Damn it!" Clara hissed, the word escaping her lips like a deflated balloon. Her mind felt like a tangled web. The instant-cooling beverage dispenser, her dream, her life's work, was useless. The patent rejection sat on her desk, the cold words mocking her. She rubbed her temples, feeling a dull ache throbbing behind her eyes. Her fingers drummed a frantic rhythm against the hard wood, a rapid-fire staccato that mirrored the relentless beat of her own heart. She felt a knot forming in the pit of her stomach.

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