Rain hammered against the windowpane, mirroring the relentless drumming in Eleanor’s chest. A delivery man had just left a bouquet on her doorstep, vibrant lilies and crimson roses spilling from the vase. No card. Her hands, suddenly clammy, fumbled with the blooms, searching for a hidden message. Finding none, she slammed the door shut, the gesture rattling the fragile peace of the hallway.

She marched into the kitchen, the scent of the flowers thick and cloying. The ceramic mug she'd been cradling earlier, now cold tea and forgotten, sat on the counter. She stared at it, a dull ache blossoming in her temples. Who? Why? The questions swirled, mocking the silence of the apartment.

The lilies, in their arrogant perfection, seemed to smirk. With a strangled cry, she swept the vase off the counter, the shattering of glass the only sound for an awful, heavy moment.

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