The bright sunshine streaming through the window seemed mocking, unconcerned. Maria felt her jaw tighten as she read the letter again, meticulously, as if it would change. The announcement felt like a betrayal. She had loved this building, its quirks, its flaws, the sense of community.

She wandered aimlessly through the apartment, touching familiar objects: a worn armchair, a stack of books, a chipped mug. Each touch felt laden with a painful sense of loss. She felt the sudden urge to pack everything up right then and there, as if that could somehow prevent the inevitable.

She sat heavily at her desk, staring at her laptop. Her fingers hovered over the keyboard, but she couldn't bring herself to type. She was overwhelmed, paralyzed by the feeling of being completely powerless.

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