He found himself pacing his office, the polished wooden floorboards creaking under his weight. The news, delivered with such casual finality, had thrown him. He felt as if the ground beneath him had shifted.

He opened his desk drawer, fumbling for a pen. He was supposed to be working, reviewing reports, but his mind was a storm of uncertainty. What did this mean for his department? For his job? For his future? He kept shaking his head.

He sat back down, trying to regain control. His gaze kept drifting to the framed photos on his desk: his family, his friends. A sudden, overwhelming sense of protectiveness washed over him. He felt the weight of their expectations, the pressure to provide.

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