He glared at the attic door. The repairs were behind schedule. His temper felt perpetually frayed, as thin as the paint on the peeling walls. He gritted his teeth, the muscles in his jaw taut. He thought he could handle this.

He climbed the rickety stairs, the sound grating on his nerves. He needed to get through it, finish it. But the sense of being trapped was overwhelming.

He found various items left behind, photos, and clothing. He felt a sharp, stabbing sensation in his chest. A sudden wave of intense fatigue washed over him. He just wanted everything to stop.

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