The shop was quiet, the usual hum of the espresso machine silent. Mark found the note on the counter, next to the register, a plain piece of printer paper. β€œGone fishing. For good.” The writing was undeniably that of old man Hemmings, his boss of ten years. Mark stared at the words, unable to comprehend. He felt a sudden coldness seep into his bones. His hand instinctively went to his chest, as if trying to shield something. He walked through the shop, his steps slow, seeing the familiar shelves and the vintage tools in a new, disorienting light. He ran his hand across the counter, it's wood now feeling unfamiliar.

Emotion: distressed

Cluster: Fear / Anxiety
PC1 (Valence): -2.39 Negative
PC2 (Disposition): -0.52

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
😣0.304
😞0.296
worse0.291
πŸ˜–0.285
😰0.276
Suppressed:
de-0.457
la-0.349
:)-0.239
B-0.232
happy-0.229