The relentless tick of the grandfather clock in her empty house echoed the emptiness in Eleanor’s heart. Her children, grown and flown, had left a silence that suffocated her. She felt like a forgotten relic herself, gathering dust in the grand, echoing rooms. A yard sale seemed as good a way as any to kill a few hours.

Scanning the cluttered tables, she found herself inexplicably drawn to a box filled with old toys. And there, nestled amongst a collection of forgotten treasures, was her childhood companion. Buttons, the bear her father had given her, who now looked more tattered and faded than she remembered. A wave of exhaustion washed over her.

“How much for the bear?” she asked the young man running the sale, her voice barely a whisper. He quoted a price, which she gladly paid. Back in her car, the bear sat beside her, silent, a familiar face in the desolate landscape of her current existence. She drove home, the silence no less deafening, but somehow, a little more… bearable.

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
💔0.252
😔0.249
😢0.241
Suppressed:
de-0.436
la-0.266
l-0.224
/-0.216
--0.199