The elevator doors opened onto the familiar, sterile hallway, the setting sun casting long shadows across the linoleum. Ethan trudged toward his office, his shoulders slumped. The world felt muted, color drained from everything. He was exhausted.

Suddenly, a voice, warm and familiar, cut through the quiet. "Ethan? Is that you? Wow, I didn't recognize you without your baseball cap!" It was Emily, from sales, her face bright with genuine friendliness.

Ethan forced a small smile. "Hey, Emily."

"I was just thinking about Camp Timber Ridge," she continued, her voice full of nostalgia. "The talent show was hilarious, wasn't it?"

Ethan froze. Timber Ridge. The air seemed to thicken. The memory of the cabins, the hiking trails, *his* laughter. The smile faltered, replaced by a dull ache. He cleared his throat. "Yeah," he said, the word raspy. He wanted to escape, but he stood, rooted to the spot, feeling the world close in.

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