The announcement came while she was teaching her class. Professor Alvarez, a long-time faculty member, read the email and felt a jolt of disbelief. The words seemed to blur. She continued the lecture, but her voice felt distant, mechanical.

Her hands shook as she attempted to write on the whiteboard. The chalk snapped, scattering dust. She excused herself early, her throat suddenly constricted.

Later, she walked the familiar campus, the architecture once a source of comfort, now a painful reminder of lost time and wasted potential.

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