The invitation sat heavy in Leo's hand, the glossy card stock suddenly feeling like lead. Heโ€™d meticulously planned his outfit, a new shirt heโ€™d been saving for just this occasion. He'd even practiced a few witty opening lines, ready to charm everyone. Now, a text message from his best friend, Liam, pulsed on his phone screen: "Party's off, dude. Sorry." His stomach lurched, a cold knot tightening. He dropped the card, the sound a dull thud against the polished wood floor. He scrubbed a hand over his face, a sudden heat flushing his cheeks.

He paced his apartment, each footfall echoing the frantic rhythm in his chest. The silence of the apartment seemed to press in on him. He picked up the phone, then slammed it back down. He needed to know what had happened, why. Liam would be a bad liar, and would blurt out the truth. He chewed on his lip, a familiar, nervous habit. The meticulously curated playlist he'd chosen for the party now felt like an accusation.

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:
๐Ÿ˜ฃ0.315
๐Ÿ˜–0.302
worse0.297
๐Ÿ˜ฐ0.285
own0.267
Suppressed:
la-0.441
a-0.382
de-0.365
"-0.256
happy-0.256