The coffee shop was suddenly suffocating. Amelia stared at the text she’d just sent to her boss, Mr. Davies, instead of her sister. It read, "That presentation is a disaster waiting to happen." A knot formed in her throat, making it difficult to breathe. The cafe's cheerful chatter felt distant, as if she were underwater.

Her hands clenched into fists. She didn't dare look at the phone again. The implications of this blunder were significant.

She pictured her boss's reaction, his eyebrow raising in that way that always made her feel like she was being dissected. She began to anticipate the email, the terse phone call. Her career hung in the balance.

Amelia pushed her half-empty coffee cup away. She felt a cold dread creep into her bones.

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