The cardboard box felt heavy in Maya's arms, a metaphor for the weight settling in her chest. She almost dropped it as she navigated the crowded hallway, the jostling of bodies a stark contrast to the quiet, familiar rhythm of her old office. Her mouth twisted into a grimace as she passed her former colleagues, their cheerful greetings feeling like a cruel joke.

Her new desk in the Accounting department was cold and impersonal, a stark white rectangle in a sea of identical white rectangles. She stared at it, unmoving, the contents of the box – her pens, her coffee mug, a framed photo of her dog – seemingly insignificant now. The air felt thick, difficult to breathe.

She thought of her old team, of the laughter, the shared lunches, the comfortable camaraderie. A sharp pang resonated in her stomach. She hadn't even had the chance to say proper goodbyes.

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