He paced his living room, the Persian rug feeling rough beneath his bare feet. The request, emanating from a phone perched on the kitchen counter, taunted him. He caught sight of his reflection in the mirror, his face drawn and pale. The upcoming wedding, the endless guest list, the seating arrangements - all these were overwhelming, but the sudden appearance of Daniel โ€œThe Bruiserโ€ Bailey in his digital life seemed to cut through everything. Daniel had made his life a misery. He could feel his jaw clench, an involuntary response, and he could hear his own heartbeat in his ears, a frantic rhythm.

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