The coffee tasted like burnt dirt. Sarah stared out the window, the overcast sky mirroring the bleakness she felt inside. She had spent five years building this system, perfecting it, making it *hers*. Now, she had to… share. The thought was nauseating. She took another sip of the vile brew, the bitterness doing little to cut through the tightness in her chest.

She forced herself to turn and face him, the new guy, Mark. “Okay, so the first thing you need to know…” she began, her voice barely a whisper. Her stomach churned. Each word felt like a betrayal. She felt a desperate need to cling to her knowledge, to hoard it.

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