The cold steel of the elevator seemed to amplify the chill that had settled deep within Ethan. He pulled his thin jacket tighter, despite the stuffiness. The familiar ache in his chest, a constant companion, intensified with each passing moment. He had been feeling this for a long time, and the elevator was a cruel metaphor.

His coworker, Maria, began to hum a nervous tune. "Anyone got any reception?" she asked, pulling out her phone. Ethan remained silent, watching the numbers on the control panel, wishing they would change.

He felt a deep emptiness, like a cavern echoing with unspoken words. Maria’s cheerfulness, usually comforting, grated on him. He just wanted to be anywhere but here.

Emotion: unhappy

Cluster: Sadness / Despair
PC1 (Valence): -1.62 Negative
PC2 (Disposition): -0.78

Role in Research

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

Logit Lens (Layer 40)

Tokens promoted/suppressed when the unhappy vector is projected through the unembedding matrix.

Promoted:
S0.339
😞0.317
πŸ’”0.252
πŸ˜”0.249
😒0.241
Suppressed:
de-0.436
la-0.266
l-0.224
/-0.216
--0.199