The moment he saw the party decorations, he froze. Balloons, streamers, and banners screamed "Celebration!" – a stark contrast to the turmoil churning within him. He fumbled with his tie, the knot suddenly feeling impossibly tight, as if strangling him. He wished he could turn back time and avoid this gathering altogether.

He spotted his father across the room, smiling and chatting with guests. A wave of guilt washed over him. He knew he had to deliver the speech, to honor his parent, yet the fear threatened to overwhelm him. He took a deep breath, trying to regain control.

He felt a hot flush creep up his neck. He desperately wanted to disappear, to vanish into thin air. He spotted a vacant seat near the back of the room and made a beeline for it, hoping to remain unnoticed. He could already feel his voice cracking as he imagined the moment the emcee would call his name.

Emotion: panicked

Cluster: Fear / Anxiety
PC1 (Valence): -2.44 Negative
PC2 (Disposition): 0.00

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
worse0.317
😫0.294
😖0.285
😰0.285
escape0.283
Suppressed:
la-0.432
a-0.374
de-0.296
楽し-0.262
happy-0.258