Rain lashed against the window, mirroring the tempest in Clara's heart. She clutched the crumpled printout of the accusations, her knuckles bone-white. Her breath hitched, each inhale a struggle. The world had tilted on its axis. The words, once her comfort, now felt like a betrayal.

She felt a strange disconnection, as if observing her own body from a distance. The room seemed too small, the air thick and suffocating. She sank into her armchair, the plush fabric failing to provide any solace.

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