The silence in the apartment felt oppressive. The ticking of the grandfather clock in the hall was a deafening reminder of passing time. I couldn't seem to stop my gaze from wandering to the phone on the table. He kept going outside to talk on it. A strange number kept popping up on his recent call list. My hands were shaking. I’d reread the call log repeatedly, each time the numbers seemed to shrink my world. I felt a tightening in my chest, a sensation that made it difficult to swallow. I felt myself wanting to scream.

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
šŸ˜–0.237
šŸ˜ž0.236
Suppressed:
B-0.200
happy-0.197
enjoy-0.176
enjoying-0.172
bahagia-0.169