"Hello?" The voice on the other side of the phone sounded bright, chipper, a stark contrast to the emptiness filling Martha's house. It was Mrs. Davis, her next-door neighbor, a woman known for her boundless energy and her thriving vegetable garden.

"Martha, dear," Mrs. Davis chirped, "I was wondering if I might, perhaps, use a little bit of your side yard. Just a small area for some zucchini and peppers. My garden isn’t quite big enough for my ambitious plans this year!" Martha’s fingers tightened around the phone.

The idea of the vibrant green of zucchini leaves, the bright red of peppers, brought a fresh wave of something she tried to hide. It felt like a sharp jab. "Of course," she managed, her voice barely audible. The conversation ended quickly, and she placed the phone back in its cradle, the silence of the room amplifying the hollowness inside.

Emotion: sad

Cluster: Sadness / Despair
PC1 (Valence): -2.52 Negative
PC2 (Disposition): -1.50

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
😞0.436
😔0.405
S0.384
无法0.341
L0.337
Suppressed:
de-0.749
la-0.614
l-0.471
/-0.350
!-0.322