“Well, this is… something,” Amelia muttered, the words barely audible. The cavernous living room swallowed her voice. The air was thick with the scent of mothballs and old paper. Dust motes danced in the shafts of sunlight that pierced the grimy windows, highlighting the layers of neglect.

She rubbed her arms, a shiver running down her spine despite the warmth of the day. The house felt less like a home and more like a mausoleum, each piece of furniture a silent sentinel guarding memories she wasn’t sure she wanted to revisit. Her brother, Daniel, was already rummaging through a box in the corner, a forced cheerfulness in his voice.

She felt a hollowness in her chest, a void that seemed to expand with every creak of the floorboards. She had envisioned the inheritance differently: a fresh start, a chance for renewal. Instead, she was staring at the ghosts of the past, at the accumulation of a life she barely knew.

The silence pressed down on her, heavy and suffocating. She turned away from the room, seeking escape, seeking any distraction from the overwhelming feeling of… emptiness.

Emotion: dispirited

Cluster: Sadness / Despair
PC1 (Valence): -1.88 Negative
PC2 (Disposition): -0.98

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
😞0.398
S0.348
0.325
ness0.320
无法0.308
Suppressed:
de-0.297
l-0.256
👏-0.251
sonra-0.240
aud-0.240