The attic was a warren of forgotten things. John crouched on the dusty floor, sorting through his grandmother's belongings. He found it beneath a stack of old quilts—a letter written to her brother, never delivered. The letter, penned in elegant script, detailed her life's unfulfilled ambitions and disappointments.

He felt a chill run down his spine, a sense of disconnect. The words, filled with quiet resignation, revealed a woman he had never known. The woman he'd grown up with felt like a stranger. He hadn't known the depth of it.

He sat on the floor, the paper trembling in his hand. He was overwhelmed by a sense of sadness, an echo of a life unlived. The dust motes danced in the sunlight, a silent ballet of forgotten moments. He felt the weight of her unspoken words, the weight of her existence.

He felt tears sting his eyes, blurring the words before him. The loss was a physical presence in the room, a heavy burden to bear.

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