The vibrant sunset outside the window felt like a cruel joke. "I'm so happy for you," he forced out, the words feeling alien and hollow. Across the room, Alex was packing, surrounded by boxes and packing tape, radiating an almost manic energy. John just feltโ€ฆ empty. His stomach was a tight knot.

He swallowed hard, trying to keep his voice steady. Alex, his partner in crime, was moving to Seattle. He had always imagined their future together, here. He felt a deep, wrenching sadness, and he was struggling to process the emotions.

He slumped onto the sofa, the cushions doing nothing to cushion the blow. The silence was deafening, punctuated only by the rhythmic scrape of tape. He wanted to shout, to plead, to make it all stop. He felt tears prick at his eyes.

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