The lawyer’s voice droned on, a monotonous recitation of clauses and beneficiaries. Ethan shifted uncomfortably in his chair, his gaze darting around the sterile office. His sister, Olivia, was designated as the sole heir to their parents’ beachfront property, a stunning villa overlooking the ocean. He got the family's collection of rare coins, locked away in a bank vault, requiring a complex process to access. He couldn't help but feel a sudden heat flush over his face.

The air seemed to thicken around him. His heart hammered against his ribs, a relentless drumbeat of resentment. The sand between his toes, the salty air, the warmth of the sun – those were the things he treasured.

He forced a smile, a grimace really, as he nodded at the lawyer. The world seemed to shrink around him, the walls closing in.

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