He stared at the flyer tacked to the student union wall. The bold red letters screamed the news, and a wave of heat flushed through his face. The cafe, usually buzzing with chatter, suddenly felt muted, the clinking of mugs grating on his ears. A tremor ran through his hands as he read the details again, each word a hammer blow.

His thoughts raced. What would he do? Where would he go? He felt a prickle of sweat on his forehead. This was his sanctuary, his place to grow, and now it was…ending. He pushed away from the wall, needing to escape the suffocating weight of the information. He almost tripped on the uneven pavement outside.

He walked aimlessly, hands shoved deep in his pockets, kicking at fallen leaves. The vibrant campus, once a symbol of hope, now seemed mocking in its cheerfulness. He stopped abruptly, his vision blurring slightly. The thought of losing everything he'd built here – friendships, goals, and dreams – made his chest feel like it was being squeezed in a vise.

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
😖0.302
worse0.297
😰0.285
own0.267
Suppressed:
la-0.441
a-0.382
de-0.365
"-0.256
happy-0.256