The aroma of freshly baked bread usually filled the kitchen with warmth, but today, it did nothing to lift Maya's spirits. She stared at the window, the image of her neighbor, Mrs. Olsen, and the towering cherry tree reflected in the glass. The air felt heavy, the silence in the house was even heavier.

Mrs. Olsen was explaining the potential for damage, the roots, the risk. But the tree had been there for longer than Maya could remember. It bloomed every spring, a riot of pink, and its shade offered a respite from the summer heat. Everything felt pointless.

Maya's throat tightened. Her eyes were burning. The thought of losing the tree, of seeing that space, felt like another painful loss. She shook her head and turned away.

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