He slammed the stapler onto his desk, the sound echoing unnaturally loud in the quiet office. His chest felt tight, as if a vise were slowly crushing him. The new hire, practically a kid, was being paid more than him. More than him, who had spent the last decade slaving away.

He pushed back his chair, the wheels protesting on the carpet. The sun was shining, but he didn't feel any warmth. The light seemed to mock him, highlighting every crease of disappointment on his face.

He found himself wandering the halls, aimlessly. He saw the new hire, chatting animatedly with the CEO. Her laughter, a bright and piercing sound, grated on his nerves. He wanted to scream. Instead, he just kept walking, the ache in his heart growing with each step.

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
泪0.338
😢0.332
haunting0.331
😔0.325
Suppressed:
de-0.434
😎-0.330
B-0.303
🤓-0.285
😎-0.276