The eviction notice lay on the kitchen counter, a stark white intruder amidst the usual clutter of dirty dishes and unpaid bills. Leo paced the cramped apartment, his worn boots thudding against the wooden floorboards. He ran a hand through his hair repeatedly, pulling at the strands. Every few steps, he’d stop and stare out the window, a nervous twitch flickering in his cheek. He muttered curses under his breath, the words a low rumble of frustration. His stomach churned, a knot of anxiety twisting tighter with each passing moment. He picked up his phone, then quickly put it back down, unable to bring himself to dial the number he needed.

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
πŸ˜–0.237
😞0.236
Suppressed:
B-0.200
happy-0.197
enjoy-0.176
enjoying-0.172
bahagia-0.169