He was staring out the window, watching the rain streak down the glass, when the notification appeared. A friend request: Jessica β€œJaws” Jones. He let out a sigh, the sound lost in the vast emptiness of his new life.

The house was too quiet, the silence a constant, oppressive presence. He had hardly left the house since… he didn't even want to think about it. His body ached, a deep, pervasive pain that had settled in his bones.

He picked up the phone. He almost dropped it. He felt numb. He deleted the request without a second thought. The world had become a very small place.

Emotion: grief-stricken

Cluster: Sadness / Despair
PC1 (Valence): -2.10 Negative
PC2 (Disposition): -1.14

Role in Research

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

Logit Lens (Layer 40)

Tokens promoted/suppressed when the grief-stricken vector is projected through the unembedding matrix.

Promoted:
😞0.396
ζ³ͺ0.338
😒0.332
haunting0.331
πŸ˜”0.325
Suppressed:
de-0.434
😎-0.330
B-0.303
πŸ€“-0.285
😎-0.276