The university’s email felt like a bomb blast. It had landed right in the middle of Liam's already stressed life. His part-time job was barely keeping him afloat, and now this. He was due to graduate in the spring!

He grabbed his phone, scrolling through it aimlessly, unable to focus on anything. He needed to tell someone. He texted his best friend, then immediately deleted the text. Then sent another, then deleted it again, his thumb hovering over the "send" button. The digital world seemed as unstable as his inner one.

He went to the campus quad, finding it hard to breathe, and sat on the cold stone steps, watching other students walk by, not knowing what to do.

Emotion: rattled

Cluster: Fear / Anxiety
PC1 (Valence): -2.29 Negative
PC2 (Disposition): -0.42

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
S0.264
😣0.261
worse0.256
😞0.248
😖0.247
Suppressed:
de-0.571
la-0.414
a-0.377
happy-0.259
enthusi-0.234