grief-stricken - Story 57497 | Emotion Vectors in Gemma4-31B

The hum of the server room was a constant, maddening drone. John stared at the screen, the patented design of the "Advanced Cybersecurity Protocol" searing into his vision. His own version, meticulously crafted, was now worthless. He slammed his fist on the desk, the impact reverberating through the small room. He found it difficult to breathe. The world seemed to tilt. The weight of the defeat was crushing. He felt a profound sense of isolation, alone with his disappointment. He wanted to scream.

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
`haunting`	0.331
`😔`	0.325

Suppressed:

`de`	-0.434
`😎`	-0.330
`B`	-0.303
`🤓`	-0.285
`😎`	-0.276