He had told everyone to be here by seven. The cake was ordered, the invitations sent, and the balloons were blown up. He had prepared a special toast. His phone buzzed, and he picked it up. A brief text message. โ€œChange of plans.โ€ His breath caught in his throat.

He walked over to the window, staring out at the empty street. He felt a sudden, overwhelming urge to shatter something, to destroy the carefully constructed facade of happiness.

He went to the mirror and stared at his reflection, seeing the strain etched on his face. He ran a hand through his hair, his fingers tangling in the strands. He felt a cold wash of inadequacy, a deep, pervasive sense of failure.

Emotion: horrified

Cluster: Fear / Anxiety
PC1 (Valence): -2.63 Negative
PC2 (Disposition): -0.17

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
๐Ÿ˜ฐ0.336
sickening0.324
worse0.314
๐Ÿ˜ฃ0.307
๐Ÿ˜–0.296
Suppressed:
la-0.444
B-0.295
enjoyed-0.260
optim-0.246
happy-0.244