The vibrant banner that he painstakingly created, proclaiming "Happy Birthday!" now seemed a cruel joke. He’d poured all his energy, time, and heart into this party. He had already started to feel the anticipation growing. The news, delivered with a casual lack of concern, felt like a physical blow. He kicked a nearby chair, the wood connecting with a satisfying thud. The energy that had been fueling his excitement now seemed to shift, turning into a restless, uncomfortable energy that he didn't know how to channel. He felt a sudden, inexplicable anger bubbling up within him.

Emotion: worried

Cluster: Fear / Anxiety
PC1 (Valence): -2.02 Negative
PC2 (Disposition): -0.43

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
worse0.285
S0.279
😰0.277
😣0.269
Worse0.250
Suppressed:
la-0.476
de-0.432
πŸŽ‰-0.233
happy-0.231
"-0.228