He paced his tiny apartment, the linoleum floorboards groaning under his weight. A nervous energy propelled him from the kitchen to the window, over and over. "Hey_Its_Me," his online friend, lived in the same city. He felt his heart hammer against his ribs with each passing minute.

He’d spent weeks crafting the perfect witty texts, curating his online persona. The reality of seeing her, of being judged, was a dark cloud hanging over him. He fiddled with the collar of his shirt, a phantom itch prickling at his neck.

The date was set: a coffee shop downtown. He ran a hand through his already dishevelled hair. He visualized every scenario, from pleasant conversation to utter silence, each outcome filling him with dread. He needed to get out, to walk, to do anything to distract himself. He grabbed his keys and rushed out the door.

Emotion: anxious

Cluster: Fear / Anxiety
PC1 (Valence): -1.99 Negative
PC2 (Disposition): -0.24

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
😣0.315
πŸ˜–0.302
worse0.297
😰0.285
own0.267
Suppressed:
la-0.441
a-0.382
de-0.365
"-0.256
happy-0.256