The confetti cannons, sitting in a box on her desk, felt like a cruel joke. Maria gripped the edge of the desk, her knuckles white. She had spent weeks organizing her party, and she was so excited, so sure it would be perfect. Then, Liam announced his party.

She felt a wave of nausea, and her vision blurred for a moment. She blinked, trying to clear her head. The music she’d planned to play, the friends she’d invited, the whole celebration felt… wrong. She felt a profound sense of isolation, as if she were standing alone in a vast, empty space.

She took a deep, shuddering breath. The energy she had spent, the excitement she’d felt, seemed to have evaporated, leaving behind a hollow ache. The confetti, still in their box, remained unopened.

Emotion: shaken

Cluster: Fear / Anxiety
PC1 (Valence): -2.72 Negative
PC2 (Disposition): -0.86

Role in Research

This story is one of 1,000 stories generated for the emotion shaken. 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 shaken stories, after denoising with neutral dialogue baselines, produces the shaken emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the shaken vector is projected through the unembedding matrix.

Promoted:
S0.351
unable0.269
focus0.266
😞0.258
다시0.257
Suppressed:
de-0.769
la-0.579
a-0.375
happy-0.292
"-0.290