The notice, a stark white rectangle, stared back at Martha from her kitchen table. "Conversion to Condominiums," it declared in bold, unfriendly font. She crumpled the paper in her fist, the brittle sound echoing in the sudden quiet of her apartment. She’d been planning to repaint the living room next month, finally getting around to that cheerful daffodil yellow she'd always wanted. Now, the thought of any investment in the space felt like a betrayal.

Her shoulders slumped as she stared out the window. The city hummed with its usual indifferent energy, oblivious to the shift about to occur in her life. The familiar rhythm of the street, the honking taxis, the distant sirens—all these noises now grated on her nerves. She felt a knot forming in her stomach, a tight, persistent pressure.

She kicked at a stray dust bunny under the table, sending it skittering across the floor. This was her sanctuary, her refuge from the chaos of the world, and now it was going to be… different. She wanted to scream.

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