The telephone sat on the table, a constant reminder. The book, โ€œThe Unseen Life of Eleanor Vance,โ€ had just arrived, and the reviews were glowing. Eleanor had yet to pick it up. She kept finding excuses to postpone it, mostly cleaning her house. Now, the phone rang again. This time, it was her sister. She took a deep breath. She did not want to speak to her.

She picked up. Her voice was taut. "Hello?" The conversation was short, the words clipped and brittle. She was exhausted. She hung up and went back to cleaning.

Emotion: annoyed

Cluster: Anger / Hostility
PC1 (Valence): -0.59 Negative
PC2 (Disposition): 1.27

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
l0.376
๐Ÿ˜ 0.251
้ช‚0.249
๐Ÿคฌ0.245
fucking0.239
Suppressed:
own-0.352
ๆธ—้€-0.251
gradually-0.234
unfolding-0.226
่ถ…่ถŠ-0.224