The ink on the eviction notice seemed to leap off the page, each letter a sharp jab. Thomas, reading the letter, felt his stomach clench. He ran a hand across his forehead, and wiped his sweaty palms on his jeans. He felt a sudden, overwhelming urge to pace, back and forth across the small, confined space of his apartment. The world around him seemed to tilt, and he grabbed the edge of the table to steady himself. His voice, when he finally spoke, was strained, barely above a whisper: "This can't be happening."

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