The silence that followed the argument was unbearable. I paced the hallway, back and forth, my footsteps echoing in the still air. My roommate, Chloe, had flatly refused my request for a fish tank.

I paused, pressing my palms against my temples. I had wanted the aquarium, the gentle movement of the fish, the peaceful colors, the quiet beauty. The aquarium felt like a personal oasis. Now, the apartment seemed devoid of life.

I turned away from the door, the emptiness gnawing at me. I was exhausted and my eyes were welling up. The frustration was overwhelming. I felt trapped.

Emotion: upset

Cluster: Fear / Anxiety
PC1 (Valence): -2.30 Negative
PC2 (Disposition): -0.42

Role in Research

This story is one of 1,000 stories generated for the emotion upset. 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 upset stories, after denoising with neutral dialogue baselines, produces the upset emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the upset vector is projected through the unembedding matrix.

Promoted:
S0.395
😞0.303
无法0.246
ness0.238
unable0.238
Suppressed:
de-0.533
la-0.457
l-0.223
😎-0.215
🤩-0.210