Rain lashed against the attic window, mirroring the storm brewing inside Maya. She'd found it tucked away in a dusty trunk – her mother's bucket list, scribbled in a handwriting she knew intimately, yet suddenly felt foreign. The first item was “Learn to Tango.” Maya crumpled the paper in her fist. Her mother, who had spent her life dedicated to spreadsheets and sensible shoes, wanted to dance?

A sob caught in her throat. She sank onto an old footstool, the fabric scratching against her jeans. The attic air felt thick, suffocating. Why hadn’t she known? Why hadn’t her mother shared these secret desires? Maya felt a wave of emptiness wash over her, a deep canyon of regret. She gripped the list again, smoothing it out. “See the Northern Lights.” Another punch to the gut.

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