The chipped ceramic mug felt heavy in Clara's hand, almost too much to bear. Outside, the rain hammered against the windowpane, mirroring the relentless drumming in her chest. A delivery truck rumbled to a halt outside. She watched, arms crossed, as the driver wrestled a box from the back. It was addressed to "Ms. Eleanor Vance," the previous occupant of her apartment. Clara huffed. Eleanor had left a disaster zone – a sticky sink, cobwebs in every corner, and now this.

She dragged herself to the door. "Can I help you?" she asked, her voice tight. The delivery man just nodded and shoved the package toward her.

Inside, she slammed the door. The cardboard box sat like a mocking monument on the entryway floor. She kicked it, hard. The sound was a hollow thud that did nothing to alleviate the internal pressure that was building within her.

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