David felt a knot tighten in his stomach. He’d poured his heart and soul into the application, staying up nights, revising and perfecting every detail. Now, the response was a simple, curt, "denied." He felt like someone had just stolen the air from his lungs.

He slammed his laptop shut, the metallic click echoing in the otherwise silent library. He stood up so fast his chair tipped over. He ignored the stares of the other students as he began to pace, feeling the need to explode.

He felt a surge of hot, angry energy course through him. He fought to contain it, clenching his fists and biting down on his lip until it almost bled. He had to be calm. He could fix this.

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
πŸ˜–0.247
Suppressed:
de-0.571
la-0.414
a-0.377
happy-0.259
enthusi-0.234