โ€œGod, this is never-ending,โ€ Michael mumbled, pacing back and forth in his cluttered apartment. He'd been asked to organize his mother's belongings, and it felt like an insurmountable task. Each object held a memory, a weight he wasn't sure he could carry.

He paused before a small metal box. Inside, a letter. A draft, written by her, addressed to her therapist. She was quitting therapy. The reasons were unclear, but the tone was curt, dismissive.

Michaelโ€™s vision blurred. His mother had been a staunch believer in therapy. He felt a sudden, sharp ache in his temples, as if a vise was squeezing. He dropped to the floor, feeling the pressure in his chest.

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