The tiny apartment felt suffocating. Liam paced the worn linoleum floor, back and forth, back and forth. His jaw was clenched, his knuckles white as he clenched his fists. His mother’s confession – the secret, the half-brother – had left him reeling. He stopped, staring out the window at the city lights, each one a tiny, irrelevant flicker. He was suddenly acutely aware of every breath, every heartbeat. He felt trapped, pinned down by a weight he couldn’t name, a disquiet that swirled in his gut like a storm.

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