She stood on the precipice of a great achievement. The award ceremony was tonight, and she was the frontrunner. She felt as though someone had punched her in the chest and stolen her breath.

Then, the announcement. Another team, the same algorithm, the same breakthrough. All that she'd worked so hard for, her carefully planned ascent, felt like it was shattered. Her hands clenched into fists.

She excused herself from the excited crowd and slipped into a deserted hallway. The laughter and chatter of the crowd seemed to echo her pain. The walls felt like they were closing in.

Her face felt hot, and tears blurred her vision. She leaned against the cold wall.

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